{
  "name": "Atoms for Agents",
  "description": "A directory of finished hardware you can customize with coding agents. Find devices, project ideas, setup guides, and the details to check before you buy.",
  "reviewedAt": "2026-11-04",
  "notice": "Source-backed directory, not independent hardware testing. Follow each entry's compatibility notes. No affiliate tracking is enabled. Popularity scores are subjective editorial estimates, not measured sales, traffic, reviews or quality. Amazon search destinations are not verified product listings; direct listings are not live stock or compatibility checks.",
  "devices": [
    {
      "slug": "android-photo-frame",
      "name": "Android photo frame",
      "model": "Compatible Frameo hardware; verify board and firmware",
      "maker": "Multiple manufacturers",
      "category": "displays",
      "number": "01",
      "image": "/images/frame-photo.webp",
      "imageAlt": "A real Android photo frame running the dashboard from Wes Bos’s guide",
      "imageCredit": "Photo: Wes Bos",
      "headline": "A photo frame. Now your home dashboard.",
      "summary": "Put your own web dashboard on a compatible Android photo frame. Weather, calendars, transit, or whatever you want to glance at.",
      "route": "Android + web app",
      "effort": "Tinkering required",
      "evidence": "Community guide",
      "buyUrl": "https://www.amazon.com/dp/B0GHR65YYX",
      "buyLabel": "View an example on Amazon",
      "affiliate": false,
      "purchaseNote": "Example listing only, not a compatibility guarantee. The same listing can ship different boards or firmware. Check the guide's device list and the seller's return policy before buying.",
      "description": "Some digital photo frames are Android computers behind a simple photo-sharing interface. On supported hardware, Wes Bos's project installs the tools needed to display a custom web dashboard. That makes a familiar HTML/CSS project into something that lives on a wall or a desk. This is not a universal modification for every Frameo frame.",
      "projects": [
        "A family calendar beside the front door",
        "A transit and weather board",
        "A dashboard for your home or side project"
      ],
      "needs": [
        "A frame whose exact board and firmware match a supported route",
        "A laptop, Android platform tools, and a data-capable cable suitable for that frame",
        "A web dashboard and a plan for serving it on your network or online"
      ],
      "caveats": [
        "Brand name and screen size are not enough to determine compatibility. The community device list is the starting point.",
        "Enabling ADB or changing the launcher may involve security and warranty trade-offs. Never expose ADB to the public internet.",
        "An AI coding subscription can help build the dashboard; it does not guarantee that a locked-down frame can run it."
      ],
      "steps": [
        {
          "title": "Identify the hardware first",
          "body": "Read the tutorial and community device list before ordering. Once the frame arrives, confirm its board identifier, Android version, and available connections before changing anything."
        },
        {
          "title": "Follow the matching setup route",
          "body": "Use the original guide for the supported ADB and launcher setup. Do not run commands intended for a different board, and keep a record of what you change."
        },
        {
          "title": "Build one simple screen",
          "body": "Ask your coding agent for a readable dashboard at the frame's actual resolution. Start with a clock and one data source, then test that the page survives a restart."
        }
      ],
      "prompt": "Help me build a single-page dashboard for an Android photo frame. First ask for my exact screen resolution, browser version, and how I will host it. Start with a readable clock and weather using mock data, label that data as mock, and keep credentials out of the browser. Do not assume that the frame is unlocked or give device-changing commands until I provide its exact board and the matching tutorial.",
      "resources": [
        {
          "title": "Hacking smart photo frames",
          "author": "Wes Bos",
          "type": "Tutorial",
          "url": "https://wesbos.com/hacking-smart-photo-frames",
          "featured": true,
          "summary": "Wes turned a cheap Android photo frame into a family dashboard with custom web software.",
          "compatibility": "Hardware and firmware vary even under the same listing. Check the supported-device reports before buying or flashing.",
          "match": "family",
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested"
        },
        {
          "title": "Supported devices and community reports",
          "author": "Wes Bos / contributors",
          "type": "Compatibility",
          "url": "https://github.com/wesbos/photo-frame-dashboard/blob/main/docs/devices.md",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "photo-frames",
      "collections": [],
      "popularity": {
        "score": 86,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 4,
          "tutorials": 5,
          "retail": 4
        },
        "reason": "A recognizable photo-frame format with a substantial, specific community walkthrough. Compatibility varies more than the category name suggests.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "addedAt": "2026-11-04",
      "seo": {
        "title": "Android photo frame dashboard: compatibility & setup",
        "description": "Make a family calendar or home dashboard on a compatible Android photo frame. Check boards, firmware, ADB requirements, tutorials, and the Amazon example.",
        "bestFor": "A wall or desk dashboard built with familiar web tools.",
        "notFor": "Anyone who needs guaranteed compatibility from an Amazon listing alone.",
        "runsWhere": "The dashboard runs in a browser on supported frame hardware; development stays on your laptop.",
        "faqs": [
          {
            "question": "Can I turn any Frameo photo frame into a dashboard?",
            "answer": "No. The board and firmware determine which setup route works. Check the community device list before purchasing; the same retailer listing can ship different hardware."
          },
          {
            "question": "Does this require soldering?",
            "answer": "The documented software route is the reason it is included here. If your exact board needs opening, soldering, or an undocumented recovery process, do not treat this listing as a beginner-ready recommendation."
          },
          {
            "question": "Where can I buy Android photo frame?",
            "answer": "An Amazon listing is linked as a starting point, not a guarantee of stock or compatibility. Example listing only, not a compatibility guarantee. The same listing can ship different boards or firmware. Check the guide's device list and the seller's return policy before buying."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Digital-Picture-Touchscreen-Instantly-Anywhere/dp/B0GHR65YYX",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:23:19.736Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Digital Picture Frame 10.1 inch Digital Photo Frame with 32GB Storage, 1280 * 800 IPS FHD Touchscreen, WiFi Smart Frame Share Photos and Videos Instantly from Anywhere via AiMOR App"
      },
      "imageSource": "https://wesbos.com/hacking-smart-photo-frames",
      "imageRights": "Attributed preview; commercial permission not verified",
      "url": "https://atomsforagents.com/devices/android-photo-frame/",
      "markdownUrl": "https://atomsforagents.com/devices/android-photo-frame.md"
    },
    {
      "slug": "nanoleaf-floor-lamp",
      "name": "Nanoleaf Floor Lamp",
      "model": "NL72K4 · supported firmware above v3.0.10",
      "maker": "Nanoleaf",
      "category": "lights",
      "displayType": null,
      "number": "02",
      "image": "/images/nanoleaf-photo.webp",
      "imageAlt": "Nanoleaf Floor Lamp glowing in rainbow colors",
      "imageCredit": "Product image: Nanoleaf",
      "headline": "A lamp that knows when something changes.",
      "summary": "Turn a finished lamp into an ambient signal with documented color, brightness, and effect controls. No custom LED wiring.",
      "route": "Local HTTP / effects",
      "effort": "Guided setup",
      "evidence": "Official docs",
      "buyUrl": "https://nanoleaf.me/en-us/products/nanoleaf-floor-lamp",
      "buyLabel": "View at Nanoleaf",
      "affiliate": false,
      "purchaseNote": "Match model NL72K4 and the documented firmware requirements. This support claim does not apply to every Nanoleaf or Matter light. Follow normal product assembly instructions.",
      "description": "Nanoleaf lists its NL72K4 Floor Lamp among the Wi-Fi Essentials products with a documented local control interface. You can set color and brightness, select effects, and develop a small program that ties those changes to something you care about. The directory is interested in a new software behavior—not simply using the stock lighting app.",
      "projects": [
        "A gentle signal when a long-running job finishes",
        "A focus light that follows a work timer",
        "A color cue for an upcoming meeting"
      ],
      "needs": [
        "The supported NL72K4 lamp, suitable power, and Wi-Fi",
        "Nanoleaf's app for the initial pairing window",
        "A laptop or other machine to run your custom logic"
      ],
      "caveats": [
        "The official API lists exact models and requires firmware above v3.0.10. Similar-looking models can use a different route.",
        "Initial authorization uses the app's Connect to API flow and a short pairing window.",
        "Ordinary lamp assembly is still required; this is not electrical work. Avoid rapid flashing effects and do not expose the local control interface publicly."
      ],
      "steps": [
        {
          "title": "Confirm model and firmware",
          "body": "Compare the label and app details with the official supported-device table before writing code."
        },
        {
          "title": "Pair with the documented interface",
          "body": "Set the lamp up normally, then use the app's API pairing flow. Store the resulting authorization token privately."
        },
        {
          "title": "Build a gentle status cue",
          "body": "Start by changing brightness or a static color. Add a data source only after you can restore the normal scene reliably."
        }
      ],
      "prompt": "Help me control a Nanoleaf Floor Lamp NL72K4 with the official Wi-Fi Essentials API. First confirm the model and firmware and explain the pairing flow. Build a small local script that changes to a gentle static color for a timer, restores the previous state, and stores the token outside source control. Do not use rapid flashing.",
      "resources": [
        {
          "title": "Supported models, pairing, and light controls",
          "author": "Nanoleaf",
          "type": "Developer guide",
          "url": "https://nanoleaf.atlassian.net/wiki/spaces/nlapid/pages/2296381472/Nanoleaf+Matter+WiFi+Essentials+Open+API+Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "collections": [],
      "popularity": {
        "score": 74,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 4,
          "tutorials": 3,
          "retail": 4
        },
        "reason": "A recognizable lighting brand with model-specific local-control documentation; firmware support matters more than broad smart-light popularity.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "addedAt": "2026-11-04",
      "seo": {
        "title": "Nanoleaf Floor Lamp NL72K4: API projects & setup",
        "description": "Customize the Nanoleaf Floor Lamp NL72K4 with local software control. Check firmware, pairing, ambient-light project ideas, guides, and buying options.",
        "bestFor": "Gentle ambient signals, work timers, and meeting reminders.",
        "notFor": "Assuming any Matter lamp uses the same local interface.",
        "runsWhere": "Your software runs on a laptop or other host and sends local commands to the supported lamp.",
        "faqs": [
          {
            "question": "Can I control the Nanoleaf Floor Lamp locally?",
            "answer": "Nanoleaf documents local control for supported Wi-Fi Essentials hardware including NL72K4, with firmware above v3.0.10. Match the exact model and use the documented pairing flow."
          },
          {
            "question": "Does this work with every Nanoleaf light?",
            "answer": "No. Similar branding and Matter support do not establish compatibility with this interface. Check the exact supported-device table before buying or writing a controller."
          },
          {
            "question": "Where can I buy Nanoleaf Floor Lamp?",
            "answer": "Use the official buying or compatibility link below. The Amazon button opens a search, not a confirmed product listing. Match model NL72K4 and the documented firmware requirements. This support claim does not apply to every Nanoleaf or Matter light. Follow normal product assembly instructions."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Nanoleaf-Standing-Million-Control-Lighting/dp/B0DQSB2B5H",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:23:23.397Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Nanoleaf Matter Smart Floor Lamp, 1700lm RGBTW LED Standing Lamps"
      },
      "imageSource": "https://nanoleaf.me/en-us/products/nanoleaf-floor-lamp",
      "imageRights": "Attributed preview; commercial permission not verified",
      "url": "https://atomsforagents.com/devices/nanoleaf-floor-lamp/",
      "markdownUrl": "https://atomsforagents.com/devices/nanoleaf-floor-lamp.md"
    },
    {
      "slug": "stream-deck-mk2",
      "name": "Stream Deck MK.2",
      "model": "MK.2 · 15 LCD keys",
      "maker": "Elgato",
      "category": "buttons-controls",
      "displayType": null,
      "number": "03",
      "image": "/images/stream-deck-photo.webp",
      "imageAlt": "Elgato Stream Deck MK.2 with 15 colorful keys",
      "imageCredit": "Product image: Elgato",
      "headline": "Make a button for the thing you do every day.",
      "summary": "A finished USB button deck with a documented plugin SDK. Build your own shortcuts, controls, and live status buttons.",
      "route": "Node.js / plugin SDK",
      "effort": "Guided setup",
      "evidence": "Official docs",
      "buyUrl": "https://www.elgato.com/de/de/p/stream-deck-white",
      "buyLabel": "View at Elgato",
      "affiliate": false,
      "purchaseNote": "The linked manufacturer page is regional; select your country before shopping. Choose MK.2, and check the current Stream Deck software and SDK requirements for your operating system.",
      "description": "Stream Deck MK.2 has fifteen customizable LCD keys and runs through Elgato's desktop software. Its official SDK lets you build a plugin that reacts to presses and updates the keys. A coding agent can help scaffold the plugin and connect it to a local tool or service; the logic runs on the attached computer, not as a standalone application inside the deck.",
      "projects": [
        "One button to start a focus session",
        "A live status key for your side project",
        "A physical control panel for your own software"
      ],
      "needs": [
        "Stream Deck MK.2 and a compatible computer",
        "Current Stream Deck desktop software",
        "Node.js and the tools in the official plugin guide"
      ],
      "caveats": [
        "The deck depends on the attached computer and Stream Deck software; it is not an autonomous network button.",
        "Check current plugin-development requirements separately from older hardware minimum specifications.",
        "Keep confirmations around destructive shortcuts, messages, payments, or actions that affect other people."
      ],
      "steps": [
        {
          "title": "Set up a normal key first",
          "body": "Install the desktop software and confirm the device works with a built-in action."
        },
        {
          "title": "Scaffold the example plugin",
          "body": "Follow Elgato's getting-started guide and keep its sample action working before adding a service."
        },
        {
          "title": "Give one button a useful job",
          "body": "Add a harmless local action, then a status indicator. Keep keys and tokens out of the distributed plugin bundle."
        }
      ],
      "prompt": "Help me create a Stream Deck MK.2 plugin with the current official SDK. First check the required desktop software and Node.js versions. Start with one harmless button and a visible success/error state. Explain where the plugin runs and require confirmation before any destructive or externally visible action.",
      "resources": [
        {
          "title": "Office lights and live sensor readings on your keys",
          "url": "https://techtactician.com/how-to-set-up-the-stream-deck-with-home-assistant/",
          "author": "Tom Smigla · Tech Tactician",
          "type": "Build walkthrough",
          "summary": "A real office setup with lighting scenes, short- and long-press actions, and temperature and humidity readings on the buttons.",
          "compatibility": "Uses the Stream Deck Home Assistant plugin. The article does not identify the exact deck revision; requires Home Assistant, the desktop app, and an access token.",
          "match": "family",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested"
        },
        {
          "title": "A smart-home control panel built with AI",
          "url": "https://nijho.lt/post/advent-of-open-source/08-home-assistant-stream-deck-yaml",
          "author": "Bas Nijholt",
          "type": "Build story",
          "summary": "Bas turned a gifted Stream Deck into controls for his lights, temperature, TV, and music, using AI to help build and test the software.",
          "compatibility": "Stream Deck family project, including Plus dial support. Requires a running Home Assistant instance and a USB-connected host; adapt the layout to your model.",
          "match": "family",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested",
          "supportingUrls": [
            "https://github.com/basnijholt/home-assistant-streamdeck-yaml"
          ]
        },
        {
          "title": "Build your first Stream Deck plugin",
          "author": "Elgato",
          "type": "Tutorial",
          "url": "https://docs.elgato.com/streamdeck/sdk/introduction/getting-started/",
          "featured": false
        },
        {
          "title": "MK.2 hardware specifications",
          "author": "Elgato",
          "type": "Reference",
          "url": "https://help.elgato.com/hc/en-us/articles/18208816152333-Elgato-Stream-Deck-MK-2-Technical-Specifications",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "collections": [],
      "popularity": {
        "score": 100,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 5,
          "tutorials": 5,
          "retail": 5
        },
        "reason": "A familiar desktop accessory with an official plugin SDK and a dedicated getting-started tutorial.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "addedAt": "2026-11-04",
      "seo": {
        "title": "Stream Deck MK.2 projects, plugins & setup guide",
        "description": "Build custom Stream Deck MK.2 buttons with its official plugin SDK. Explore project ideas, computer requirements, setup steps, and an Amazon listing.",
        "bestFor": "Physical shortcuts and live status buttons for software you already use.",
        "notFor": "A standalone button that works without an attached computer.",
        "runsWhere": "Your plugin runs through Stream Deck software on the connected computer, not inside the deck as an independent app.",
        "faqs": [
          {
            "question": "Can Claude Code or Cursor build a Stream Deck plugin?",
            "answer": "They can help scaffold and explain a plugin using Elgato’s current SDK. You still need the supported desktop software, Node.js tooling, and local testing on your computer."
          },
          {
            "question": "Does Stream Deck MK.2 work without a computer?",
            "answer": "Not for the plugin route described here. The deck depends on the attached computer and Stream Deck software. For hub-based logic, compare Flic Button + Hub LR."
          },
          {
            "question": "Where can I buy Stream Deck MK.2?",
            "answer": "An Amazon listing is linked as a starting point, not a guarantee of stock or compatibility. The linked manufacturer page is regional; select your country before shopping. Choose MK.2, and check the current Stream Deck software and SDK requirements for your operating system."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Elgato-Stream-Deck-MK-2-Controller/dp/B09738CV2G",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:23:26.867Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Elgato Stream Deck MK.2 Studio Controller, 15 Macro Keys"
      },
      "imageSource": "https://www.elgato.com/de/de/p/stream-deck-white",
      "imageRights": "Attributed preview; commercial permission not verified",
      "codingUse": {
        "summary": "Fifteen LCD keys if you want separate buttons for editor actions, terminal tasks, and audio controls.",
        "needs": "A compatible computer and Stream Deck software. Custom status integrations may need a plugin or local script.",
        "caveat": "The logic runs on your computer. Do not map a button to blindly approve agent commands, send messages, or deploy code.",
        "sections": [
          {
            "title": "Automate the shortcut, not your judgment",
            "paragraphs": [
              "A button is useful when you already know which action you repeat. Opening the editor, showing a terminal, or starting dictation are sensible first candidates. A shortcut deck does not make the agent more capable; it makes a familiar action easier to reach.",
              "Elgato documents a foot-pedal workflow in which a shortcut triggers dictation, which inserts text at the cursor. That is an input workflow, not evidence that AI wrote the pedal’s software."
            ]
          },
          {
            "title": "Start with three actions",
            "paragraphs": [
              "Suggested layout: one button opens or focuses your coding environment; a second triggers your dictation shortcut; a third brings up your test runner or terminal. Configure and test each action separately rather than chaining them into one macro.",
              "Stream Deck Mini has six LCD keys; MK.2 has fifteen. The Pedal trades on-screen labels for three footswitches. Use a keyboard shortcut first to decide whether dedicated hardware is worth the desk or floor space."
            ]
          },
          {
            "title": "Configure for your app, not a generic recipe",
            "paragraphs": [
              "Install the supported Stream Deck software and follow Elgato’s hotkey instructions. Choose the actual shortcut from your editor or dictation app; operating systems, keymaps, and app versions differ. Confirm any accessibility or microphone permissions your setup needs.",
              "Test a press, a hold, and a release in a harmless text document. Some dictation tools toggle listening; others require a held key. Check what happens when you switch windows or reconnect the device. Do not assume one tap means “start” and the next means “stop.”"
            ]
          },
          {
            "title": "Leave consequential actions on screen",
            "paragraphs": [
              "Do not turn an easily bumped pedal into “approve everything,” a production deployment, or an unchecked shell command. Leave code review and permission prompts visible. If you later automate local tests, make the working directory and command explicit and keep failure output visible.",
              "For a quieter desk, a display is another option: the community Clauddy project uses a MiniToo to show agent status. It requires its own host setup and reverse-engineered software; it is not an official ready-made Claude integration."
            ]
          }
        ],
        "sources": [
          {
            "title": "Elgato: foot pedals for AI prompting",
            "url": "https://www.elgato.com/eu/en/explorer/products/stream-deck/foot-pedals-for-ai-prompting/"
          },
          {
            "title": "Elgato: setting up Stream Deck hotkeys",
            "url": "https://www.elgato.com/eu/en/explorer/products/stream-deck/how-to-set-up-stream-deck-hotkeys/"
          },
          {
            "title": "Stream Deck plugin-development requirements",
            "url": "https://docs.elgato.com/streamdeck/sdk/introduction/getting-started/"
          },
          {
            "title": "Clauddy / Divoom MiniToo community source",
            "url": "https://github.com/bugzmanov/divoom-minitoo"
          }
        ]
      },
      "url": "https://atomsforagents.com/devices/stream-deck-mk2/",
      "markdownUrl": "https://atomsforagents.com/devices/stream-deck-mk2.md"
    },
    {
      "slug": "home-assistant-voice",
      "name": "Home Assistant Voice",
      "model": "Preview Edition",
      "maker": "Nabu Casa",
      "category": "voice-audio",
      "number": "04",
      "image": "/images/voice.webp",
      "imageAlt": "Home Assistant Voice Preview Edition, viewed from above",
      "imageCredit": "Product image: Home Assistant / Nabu Casa",
      "headline": "Give your home a voice you can customize.",
      "summary": "A finished voice device with open firmware. Customize Home Assistant commands and automations without assembling a speaker.",
      "route": "Home Assistant / ESPHome",
      "effort": "Extra hardware needed",
      "evidence": "Official docs",
      "buyUrl": "https://www.home-assistant.io/voice-pe/",
      "buyLabel": "Find an official retailer",
      "affiliate": false,
      "purchaseNote": "A Home Assistant system is required separately. The device does not include a USB-C cable or charger; check regional retailers and accessories.",
      "description": "Home Assistant Voice Preview Edition is an enclosed voice satellite with microphones, a speaker, physical controls, and open-source ESPHome firmware. A coding agent can help write Home Assistant automations, custom sentences, and configuration. Speech processing and optional language-model services run elsewhere; this small device is not a standalone computer running a full coding agent.",
      "projects": [
        "A spoken morning routine",
        "Custom voice commands for your home",
        "A desk button that starts a focus scene"
      ],
      "needs": [
        "Voice Preview Edition, a USB-C cable, and a suitable power supply",
        "A running Home Assistant installation on another machine",
        "A local speech-processing setup or an appropriate cloud service"
      ],
      "caveats": [
        "Fully local general speech recognition can need a more powerful computer; supported languages and performance vary.",
        "Cloud speech and optional AI providers may have separate subscription or usage costs.",
        "Start with harmless automations. Keep confirmation steps around locks, alarms, heating, and other consequential actions."
      ],
      "steps": [
        {
          "title": "Prepare Home Assistant",
          "body": "Confirm that your Home Assistant installation is available and choose a supported local or cloud speech route."
        },
        {
          "title": "Follow the setup guide",
          "body": "Connect power, add the Voice device, and test a built-in command before adding custom behavior."
        },
        {
          "title": "Add a small automation",
          "body": "Have your coding agent help draft one custom sentence or automation. Test it with a light or status response before connecting more consequential devices."
        }
      ],
      "prompt": "Help me create a Home Assistant voice automation for my Voice Preview Edition. Ask for my Home Assistant version, speech setup, and the exact entity IDs first. Start with a harmless status response or light, explain the YAML, and preserve confirmation for locks, alarms, or other consequential actions. Do not assume I have paid cloud or LLM access.",
      "resources": [
        {
          "title": "Give your smart home GLaDOS’s voice",
          "url": "https://www.xda-developers.com/glados-controls-smart-home-home-assistant/",
          "author": "Adam Conway · XDA",
          "type": "Build walkthrough",
          "summary": "Adam gave his Voice Preview Edition a custom voice and personality that controls lights, reports the weather, and talks back in character.",
          "compatibility": "Author reports using Voice Preview Edition. Speech and the optional language model run on a separate host or cloud service, not on the speaker. Model licensing and cloud charges need checking.",
          "match": "exact",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested"
        },
        {
          "title": "Voice Preview Edition setup and support",
          "author": "Nabu Casa",
          "type": "Setup guide",
          "url": "https://support.nabucasa.com/hc/categories/24451727188125",
          "featured": false
        },
        {
          "title": "Create an AI conversation personality",
          "author": "Home Assistant",
          "type": "Tutorial",
          "url": "https://www.home-assistant.io/voice_control/assist_create_open_ai_personality/",
          "featured": false
        },
        {
          "title": "Open-source firmware",
          "author": "ESPHome",
          "type": "Code",
          "url": "https://github.com/esphome/home-assistant-voice-pe",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [
        "desk-companions"
      ],
      "popularity": {
        "score": 86,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 5,
          "tutorials": 4,
          "retail": 3
        },
        "reason": "A well-established home-automation ecosystem with official setup material, an AI conversation tutorial, and public firmware.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "addedAt": "2026-11-04",
      "seo": {
        "title": "Home Assistant Voice Preview Edition: projects & setup",
        "description": "Customize Home Assistant Voice Preview Edition with automations and custom commands. See required hardware, local vs cloud speech, guides, and buying options.",
        "bestFor": "Custom voice commands in a home that already runs Home Assistant.",
        "notFor": "A standalone speaker that includes every speech or AI service.",
        "runsWhere": "Voice capture happens on the device; Home Assistant and the chosen speech services do the processing elsewhere.",
        "faqs": [
          {
            "question": "Can Home Assistant Voice work fully locally?",
            "answer": "It can use a local speech setup, but the separate host must be powerful enough for your chosen recognition tools and languages. Check current Home Assistant guidance before choosing a host."
          },
          {
            "question": "What else do I need to buy?",
            "answer": "You need a Home Assistant system plus a suitable USB-C cable and power supply. Optional cloud speech or language-model services may carry their own fees."
          },
          {
            "question": "Where can I buy Home Assistant Voice?",
            "answer": "Use the official buying or compatibility link below. The Amazon button opens a search, not a confirmed product listing. A Home Assistant system is required separately. The device does not include a USB-C cable or charger; check regional retailers and accessories."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Home+Assistant+Voice+Preview+Edition",
        "kind": "search",
        "label": "Search Amazon · no exact match",
        "affiliate": false,
        "note": "Amazon US search checked 2026-11-04; no exact matching listing was confirmed. Search results may show other models. Prefer the official seller.",
        "discoveredAt": "2026-11-04",
        "verification": "No exact listing confirmed",
        "availability": "not-found",
        "checkedAt": "2026-11-04T16:18:31.064Z"
      },
      "url": "https://atomsforagents.com/devices/home-assistant-voice/",
      "markdownUrl": "https://atomsforagents.com/devices/home-assistant-voice.md"
    },
    {
      "slug": "reolink-e1-pro",
      "name": "Reolink E1 Pro",
      "model": "E1 Pro / E330 · verify hardware revision",
      "maker": "Reolink",
      "category": "cameras-sensors",
      "displayType": null,
      "number": "05",
      "image": "/images/reolink-photo.webp",
      "imageAlt": "Reolink E1 Pro indoor camera",
      "imageCredit": "Product image: Reolink",
      "headline": "Your camera feed. Your own software around it.",
      "summary": "A finished indoor camera with documented third-party streaming and control support. Build a local viewer or a custom monitoring project.",
      "route": "RTSP / ONVIF / CGI",
      "effort": "Network setup",
      "evidence": "Official docs",
      "buyUrl": "https://reolink.com/product/e1-pro/",
      "buyLabel": "View at Reolink",
      "affiliate": false,
      "purchaseNote": "Verify E1 Pro/E330 and its hardware revision against the manufacturer's current matrix. E1 and E1 Pro are not interchangeable; some models need a hub.",
      "description": "Reolink's current compatibility matrix lists E1 Pro/E330 with standalone CGI, RTSP, and ONVIF support. That provides a documented way to connect your own software to a finished camera. Your custom viewer or processing generally runs on another machine; this is not a firmware-unlock tutorial or a claim that the camera runs arbitrary code.",
      "projects": [
        "A local camera viewer on a home dashboard",
        "A time-lapse project for your own workspace",
        "A private software experiment using a camera feed"
      ],
      "needs": [
        "A supported E1 Pro revision, power, and local network",
        "Reolink's setup tools to enable the needed protocol",
        "Another machine for your custom viewer, recording, or processing"
      ],
      "caveats": [
        "Protocol support varies by model and revision. Check the live compatibility matrix instead of assuming every Reolink camera works the same way.",
        "Use an authorized private space and respect the consent of people who could be recorded. Keep streams and passwords off public pages.",
        "Do not expose camera ports to the public internet. A continuous software project may require an always-on machine."
      ],
      "steps": [
        {
          "title": "Verify exact hardware",
          "body": "Check the device information and official compatibility table before enabling third-party access."
        },
        {
          "title": "Test the local stream",
          "body": "Use the manufacturer's VLC guide to confirm a stream on your local network, with credentials kept private."
        },
        {
          "title": "Build around a working feed",
          "body": "Ask your coding agent for a local viewer or time-lapse tool. Define where recordings live and how they are deleted before capturing anything."
        }
      ],
      "prompt": "Help me build a private local viewer for my Reolink E1 Pro. First ask for its hardware revision, confirmed protocol support, and the computer that will run the viewer. Keep camera credentials server-side, do not expose ports to the internet, and do not record audio or video until I explicitly choose storage and retention.",
      "resources": [
        {
          "title": "Build a local camera recorder with object detection",
          "url": "https://github.com/theNetworkChuck/frigate-nvr-guide",
          "author": "NetworkChuck",
          "type": "Video + code",
          "summary": "A creator walkthrough pairs the E1 Pro with Frigate for local recording, person and pet detection, and Home Assistant alerts. The repository includes the video and example configurations.",
          "compatibility": "E1 Pro is named as the camera used. Needs a separate computer and storage; accelerators are optional. Enable RTSP, verify your hardware revision, and keep camera services private.",
          "match": "exact",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested",
          "supportingUrls": [
            "https://youtu.be/tbCKWX34_G4"
          ]
        },
        {
          "title": "Exact-model protocol compatibility matrix",
          "author": "Reolink",
          "type": "Compatibility",
          "url": "https://support.reolink.com/articles/900000617826-Which-Reolink-Products-Support-CGI-RTSP-ONVIF/",
          "featured": false
        },
        {
          "title": "View a camera stream with VLC",
          "author": "Reolink",
          "type": "Tutorial",
          "url": "https://support.reolink.com/articles/360007010473-How-to-Live-View-Reolink-Cameras-via-VLC-Media-Player/",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "collections": [],
      "popularity": {
        "score": 84,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 4,
          "tutorials": 4,
          "retail": 5
        },
        "reason": "A familiar retail camera with official protocol compatibility and streaming tutorials; those are stronger signals than generic smart-camera claims.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "addedAt": "2026-11-04",
      "seo": {
        "title": "Reolink E1 Pro: RTSP projects, compatibility & setup",
        "description": "Use a supported Reolink E1 Pro camera with RTSP, ONVIF, or CGI. Check hardware revisions, private local-viewer ideas, setup guides, and Amazon options.",
        "bestFor": "A private local viewer or time-lapse tool around a supported camera stream.",
        "notFor": "Installing arbitrary apps on the camera or exposing its feed publicly.",
        "runsWhere": "The camera supplies a stream; your viewer, recording, or analysis runs on another machine.",
        "faqs": [
          {
            "question": "Does every Reolink E1 support RTSP?",
            "answer": "No. E1 and E1 Pro are not interchangeable. Match the E1 Pro/E330 hardware revision to Reolink’s current protocol matrix before relying on standalone access."
          },
          {
            "question": "Can I use this camera feed in a web dashboard?",
            "answer": "Yes, with software that handles the confirmed stream format. A browser may need a server-side bridge; keep credentials on that server and access restricted to authorized users."
          },
          {
            "question": "Where can I buy Reolink E1 Pro?",
            "answer": "An Amazon listing is linked as a starting point, not a guarantee of stock or compatibility. Verify E1 Pro/E330 and its hardware revision against the manufacturer's current matrix. E1 and E1 Pro are not interchangeable; some models need a hub."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/REOLINK-Security-E1-Tracking-Detection/dp/B07THQDSBD",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:23:30.536Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "REOLINK E1 Pro 3K Dual-Band Wi-Fi Indoor Camera for Baby & Pet Monitoring"
      },
      "imageSource": "https://reolink.com/product/e1-pro/",
      "imageRights": "Attributed preview; commercial permission not verified",
      "url": "https://atomsforagents.com/devices/reolink-e1-pro/",
      "markdownUrl": "https://atomsforagents.com/devices/reolink-e1-pro.md"
    },
    {
      "slug": "sphero-bolt-plus",
      "name": "Sphero BOLT+",
      "model": "BOLT+ · single robot",
      "maker": "Sphero",
      "category": "robots-toys",
      "displayType": null,
      "number": "06",
      "image": "/images/sphero-bolt.webp",
      "imageAlt": "Sphero BOLT+ single robot and its included accessories",
      "imageCredit": "Product image: Sphero",
      "headline": "Write a little code. Watch it roll.",
      "summary": "A ready-made programmable robot with motors, sensors, and a small screen. Create routines in Sphero's documented coding environment.",
      "route": "Sphero Edu / JavaScript",
      "effort": "Guided setup",
      "evidence": "Official docs",
      "buyUrl": "https://sphero.com/products/sphero-bolt-plus?variant=42004713078829",
      "buyLabel": "View the single robot at Sphero",
      "affiliate": false,
      "purchaseNote": "Choose the BOLT+ Single Robot rather than a classroom pack. Check your computer or tablet against the current Sphero Edu connection requirements.",
      "description": "BOLT+ is a finished rolling robot with a screen and motion sensors. Sphero documents text programming alongside beginner-friendly blocks, so a coding agent can help explain or draft a routine that you run in the supported environment. Start with a short motion sequence rather than assuming it is a general-purpose autonomous robot.",
      "projects": [
        "A small routine with movement and on-screen messages",
        "An interactive story that moves around the room",
        "A sensor-driven game on the floor"
      ],
      "needs": [
        "BOLT+ single robot and its charger",
        "A supported computer or tablet and Sphero Edu",
        "A clear, safe floor area for low-speed testing"
      ],
      "caveats": [
        "Use the current supported programming environment and device connection path; arbitrary Python or Node.js libraries are not automatically compatible.",
        "A coding-agent subscription helps write the program but does not directly pair with or control the robot.",
        "Test at low speed on the floor, away from stairs, pets, and fragile objects. Expect calibration and debugging."
      ],
      "steps": [
        {
          "title": "Connect through Sphero Edu",
          "body": "Use the official product resources to charge, connect, and run a simple built-in example."
        },
        {
          "title": "Start with one short routine",
          "body": "Choose the supported text-coding environment and have your agent explain a small movement-and-display program."
        },
        {
          "title": "Add one interaction",
          "body": "Introduce a sensor or input only after the basic routine stops reliably. Keep the first tests brief and slow."
        }
      ],
      "prompt": "Help me write a small Sphero BOLT+ program for the current Sphero Edu JavaScript environment. First confirm my app or browser platform and supported robot connection. Use the official environment's APIs, begin with a low-speed short motion and a stop, and explain how to test safely before adding a sensor response.",
      "resources": [
        {
          "title": "BOLT+ setup, supported platforms, and resources",
          "author": "Sphero",
          "type": "Setup guide",
          "url": "https://sphero.com/products/sphero-bolt-plus/",
          "featured": false
        },
        {
          "title": "Sphero Edu web coding environment",
          "author": "Sphero",
          "type": "Coding tool",
          "url": "https://edu.sphero.com/code",
          "featured": false
        },
        {
          "title": "BOLT+ lessons and project ideas",
          "author": "Sphero",
          "type": "Tutorial collection",
          "url": "https://edu.sphero.com/edurobots/collections?robot=BOLT%2B&page=1&startPage=1",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "collections": [],
      "popularity": {
        "score": 86,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 4,
          "tutorials": 5,
          "retail": 4
        },
        "reason": "An established educational robot with an official coding environment and a collection of model-specific lessons.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "addedAt": "2026-11-04",
      "seo": {
        "title": "Sphero BOLT+ coding projects & getting started",
        "description": "Explore Sphero BOLT+ programming projects, JavaScript setup, safe testing, device requirements, official lessons, and Amazon buying options.",
        "bestFor": "A finished robot for short motion routines and sensor-based experiments.",
        "notFor": "An unrestricted robotics computer or unattended autonomous machine.",
        "runsWhere": "Write and run programs through the supported Sphero Edu environment and its robot connection.",
        "faqs": [
          {
            "question": "Can I program Sphero BOLT+ with JavaScript?",
            "answer": "Sphero documents text coding through Sphero Edu. Use the current environment’s APIs and confirm your computer or tablet supports the required connection."
          },
          {
            "question": "Can an AI coding agent directly drive the robot?",
            "answer": "A coding subscription does not itself pair with the robot. Use the agent to draft and explain code, then test the routine in Sphero’s supported environment at low speed."
          },
          {
            "question": "Where can I buy Sphero BOLT+?",
            "answer": "An Amazon listing is linked as a starting point, not a guarantee of stock or compatibility. Choose the BOLT+ Single Robot rather than a classroom pack. Check your computer or tablet against the current Sphero Edu connection requirements."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Sphero-Bolt-Programming-Javascript-Waterproof/dp/B0D3JBNLTQ",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:23:33.753Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Sphero Bolt+ Coding Robot"
      },
      "url": "https://atomsforagents.com/devices/sphero-bolt-plus/",
      "markdownUrl": "https://atomsforagents.com/devices/sphero-bolt-plus.md"
    },
    {
      "slug": "lg-webos-tv",
      "name": "LG webOS TV",
      "model": "Platform guide · exact TV and firmware must be checked",
      "maker": "LG",
      "category": "displays",
      "displayType": "tvs",
      "number": "07",
      "image": "/images/lg-tv-photo.webp",
      "imageAlt": "LG OLED55C5PUA television, an example of a webOS TV",
      "imageCredit": "Photo: LG · OLED55C5PUA pictured",
      "headline": "That big screen can be a place for your own app.",
      "summary": "Use LG's official Developer Mode route to test a custom web app on a compatible webOS TV. Start with a TV you already own.",
      "route": "HTML / CSS / webOS CLI",
      "effort": "Developer setup",
      "evidence": "Official docs",
      "buyUrl": "https://webostv.developer.lge.com/develop/getting-started/developer-mode-app",
      "buyLabel": "Check your TV before buying",
      "affiliate": false,
      "purchaseNote": "This is a platform-specific project route, not a recommendation to buy an unverified TV model. Confirm Developer Mode availability for the exact TV, region, and firmware first.",
      "description": "LG provides an official Developer Mode app for installing, debugging, and testing webOS TV apps from a computer. Its getting-started guide uses familiar HTML, CSS, and JavaScript. A coding agent can help create a big-screen dashboard or remote-friendly app. This route does not require a rooting claim and is not equivalent to replacing the TV's operating system.",
      "projects": [
        "A big-screen family dashboard",
        "A remote-controlled personal web app",
        "A wall-sized project or event information screen"
      ],
      "needs": [
        "A compatible webOS TV with the Developer Mode app available",
        "A free LG Developer account and a computer with webOS CLI or Studio",
        "TV and computer on the same network"
      ],
      "caveats": [
        "Developer Mode is time-limited. LG says apps installed through it are removed when Developer Mode is disabled, including after session expiry and reboot.",
        "This is a development/testing route, not a promise of permanent kiosk behavior, replacement launcher, or unrestricted system access.",
        "Match browser capabilities to your TV version. Avoid leaving a static dashboard on an OLED panel for prolonged periods; follow the manufacturer's panel-care advice."
      ],
      "steps": [
        {
          "title": "Check the TV you already have",
          "body": "Read LG's prerequisites and confirm the Developer Mode app is available. Do not buy based solely on the webOS brand name."
        },
        {
          "title": "Build a small web app",
          "body": "Follow LG's first-web-app guide. Design for the actual screen and remote input rather than a laptop pointer."
        },
        {
          "title": "Test through Developer Mode",
          "body": "Connect the computer using LG's official guide, install the test app, and record the session-expiry and recovery requirements."
        }
      ],
      "prompt": "Help me build a simple webOS TV dashboard using LG's official Developer Mode workflow, not rooting. First ask for my exact TV model, webOS and firmware version, and whether Developer Mode is available. Use compatible HTML/CSS/JavaScript, support remote navigation, explain session expiry and app removal, and do not promise permanent kiosk operation.",
      "resources": [
        {
          "title": "Install and test apps with Developer Mode",
          "author": "LG",
          "type": "Tutorial",
          "url": "https://webostv.developer.lge.com/develop/getting-started/developer-mode-app",
          "featured": false
        },
        {
          "title": "Build your first webOS TV web app",
          "author": "LG",
          "type": "Tutorial",
          "url": "https://webostv.developer.lge.com/develop/getting-started/build-your-first-web-app",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "collections": [],
      "popularity": {
        "score": 88,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 5,
          "tutorials": 3,
          "retail": 5
        },
        "reason": "A widely recognizable screen category with official app-development tutorials. This score concerns the ecosystem, not a particular TV or hack.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "addedAt": "2026-11-04",
      "seo": {
        "title": "LG webOS TV dashboard: Developer Mode & app setup",
        "description": "Build a custom LG webOS TV dashboard with official Developer Mode. Learn app setup, session-expiry limits, remote-friendly design, and what to check before buying.",
        "bestFor": "Trying a big-screen web app on a compatible television you already own.",
        "notFor": "A permanent kiosk or a promise that every LG TV supports the same setup.",
        "runsWhere": "Your HTML, CSS, and JavaScript app runs on the compatible TV; the development tools run on your computer.",
        "faqs": [
          {
            "question": "Do I need to root my LG TV to make a dashboard?",
            "answer": "The route covered here uses LG’s official Developer Mode, not rooting. It allows app testing under LG’s restrictions rather than unrestricted system access."
          },
          {
            "question": "Will the dashboard stay installed permanently?",
            "answer": "Do not assume it will. LG says Developer Mode apps are removed when the mode is disabled, including after session expiry and reboot. Plan for renewal and recovery before relying on it."
          },
          {
            "question": "Where can I buy LG webOS TV?",
            "answer": "Use the official buying or compatibility link below. The Amazon button opens a search, not a confirmed product listing. This is a platform-specific project route, not a recommendation to buy an unverified TV model. Confirm Developer Mode availability for the exact TV, region, and firmware first."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/LG-Class-Smart-Monitor-webOS/dp/B0BFZLSZ5J",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:23:37.192Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "LG - 27\" Class LED Full HD Smart TV Monitor with webOS"
      },
      "imageSource": "https://lg.com/us/tvs/lg-oled55c5pua-oled-4k-tv",
      "imageRights": "Attributed preview; commercial permission not verified",
      "url": "https://atomsforagents.com/devices/lg-webos-tv/",
      "markdownUrl": "https://atomsforagents.com/devices/lg-webos-tv.md"
    },
    {
      "slug": "busy-bar",
      "name": "BUSY Bar",
      "model": "BUSY Bar · match documentation to firmware",
      "maker": "BUSY",
      "category": "displays",
      "displayType": "pixel-status",
      "number": "08",
      "image": "/images/busy-bar-photo.webp",
      "imageAlt": "BUSY Bar on a desk displaying a red BUSY status and countdown timer",
      "imageCredit": "Photo: BUSY",
      "headline": "Put your project status where you can see it.",
      "summary": "A finished status display with documented USB, Wi-Fi, and cloud control. Send your own text, images, and notifications.",
      "route": "HTTP / Python / TypeScript",
      "effort": "Guided setup",
      "evidence": "Official docs",
      "buyUrl": "https://busy.app/products/busy-bar",
      "buyLabel": "View at BUSY",
      "affiliate": false,
      "purchaseNote": "Check the current product, firmware, and included accessories. USB, local Wi-Fi, and cloud are different connection routes.",
      "description": "BUSY Bar is more than a preset busy light: its official HTTP interface can draw text and images, control timers and audio, and expose device state. The maker provides Python and TypeScript libraries. A coding agent can help turn one useful event into a glanceable signal without replacing the firmware.",
      "projects": [
        "A build-pass or build-fail status display",
        "A calendar-aware focus sign",
        "A tiny counter for a personal project"
      ],
      "needs": [
        "BUSY Bar and its documented USB or network connection",
        "A laptop running a small script or application",
        "An always-on process if your project needs unattended updates"
      ],
      "caveats": [
        "Local Wi-Fi API access is disabled by default and requires explicit setup and authentication.",
        "USB, LAN, and cloud connections use different authentication methods. Never publish device passwords or API tokens.",
        "The documented route changes the display and behavior; it is not a claim that arbitrary desktop software runs on the device."
      ],
      "steps": [
        {
          "title": "Start with the USB example",
          "body": "Follow the maker's HTTP guide to connect the device and read its status before changing settings."
        },
        {
          "title": "Render one message",
          "body": "Use the documented image-and-text example. Confirm your firmware's API and screen dimensions rather than assuming a normal browser canvas."
        },
        {
          "title": "Connect a useful event",
          "body": "Add one input, such as a build result or timer. Show stale or disconnected status when the script cannot reach its data source."
        }
      ],
      "prompt": "Help me make a BUSY Bar status display with the official Python or TypeScript library. First ask for my firmware version, connection method, and the event I want to show. Start with a harmless test message using the documented HTTP API. Keep credentials private and explain whether my laptop needs to stay on.",
      "resources": [
        {
          "title": "HTTP API and first Python display script",
          "author": "BUSY",
          "type": "Tutorial",
          "url": "https://docs.busy.app/bar/dev/http-api",
          "featured": false
        },
        {
          "title": "Python library documentation",
          "author": "BUSY",
          "type": "Reference",
          "url": "https://busy-app.github.io/busylib-py/",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "collections": [
        "desk-companions"
      ],
      "popularity": {
        "score": 56,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 2
        },
        "reason": "A focused developer-oriented status display with official HTTP examples and Python documentation, rather than a broad retail category.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "addedAt": "2026-11-04",
      "seo": {
        "title": "BUSY Bar: custom display projects & HTTP API setup",
        "description": "Program BUSY Bar with text, timers, and status updates. Explore its HTTP interface, Python tools, connection requirements, project ideas, and buying options.",
        "bestFor": "A compact build-status display, meeting cue, or timer.",
        "notFor": "A general-purpose desktop screen or a device that runs desktop apps.",
        "runsWhere": "A separate script talks to the device over the documented USB, LAN, or cloud route.",
        "faqs": [
          {
            "question": "Can I show my own text on BUSY Bar?",
            "answer": "Its official HTTP interface supports display content and other device functions. Start with the maker’s text-and-image example and confirm the firmware’s supported screen format."
          },
          {
            "question": "Does BUSY Bar need custom firmware?",
            "answer": "The route here uses the documented interface rather than replacing firmware. Local Wi-Fi access still needs explicit setup and authentication; it is not open by default."
          },
          {
            "question": "Where can I buy BUSY Bar?",
            "answer": "Use the official buying or compatibility link below. The Amazon button opens a search, not a confirmed product listing. Check the current product, firmware, and included accessories. USB, local Wi-Fi, and cloud are different connection routes."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/BUSY-Bar-Productivity-Developer-Friendly-Customizable/dp/B0HCD1CT5Q",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:23:40.394Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "BUSY Bar – Productivity Multi-Tool Device with LED Pixel Display, Focus & Pomodoro Timer, Distraction Blocker, Custom BUSY Messages, Smart Home Ready, Open-Source, Developer-Friendly & Customizable"
      },
      "imageSource": "https://busy.app/products/busy-bar",
      "imageRights": "Attributed preview; commercial permission not verified",
      "url": "https://atomsforagents.com/devices/busy-bar/",
      "markdownUrl": "https://atomsforagents.com/devices/busy-bar.md"
    },
    {
      "slug": "flic-button-hub-lr",
      "name": "Flic Button + Hub LR",
      "model": "Flic 2 button with Flic Hub LR",
      "maker": "Shortcut Labs",
      "category": "buttons-controls",
      "displayType": null,
      "number": "09",
      "image": "/images/flic-photo.webp",
      "imageAlt": "Flic Hub LR with its power cable",
      "imageCredit": "Photo: Flic",
      "headline": "A small button. Your own logic behind it.",
      "summary": "A finished wireless button paired with a programmable hub. Write JavaScript that responds to a press without keeping a laptop awake.",
      "route": "FlicScript / JavaScript",
      "effort": "Hub required",
      "evidence": "Official docs",
      "buyUrl": "https://flic.io/shop",
      "buyLabel": "Explore Flic buttons & hubs",
      "affiliate": false,
      "purchaseNote": "This project route requires Flic Hub LR as well as the button. Hub Mini is not compatible with Flic Hub Studio. Check the selected bundle before ordering.",
      "description": "Flic Hub Studio lets you create JavaScript modules that run on Flic Hub LR. The button becomes an input to your own logic, which can make HTTP requests or interact with supported systems. It is an approachable way to give a familiar household button a purpose beyond the built-in integration list.",
      "projects": [
        "A button that logs a completed habit",
        "A physical start/stop control for a focus timer",
        "A custom light or music scene"
      ],
      "needs": [
        "A Flic button and Flic Hub LR",
        "Hub power and a network connection",
        "A browser for Hub Studio and any external service your module calls"
      ],
      "caveats": [
        "The button alone is not the programmable hub. Budget and set up both devices.",
        "Hub Mini does not support this Studio route. Verify the precise hub rather than treating all Flic hubs alike.",
        "FlicScript is the hub's supported environment, not unrestricted desktop Node.js. Use its documented modules."
      ],
      "steps": [
        {
          "title": "Pair button and hub",
          "body": "Follow Flic's setup and confirm a normal button action works."
        },
        {
          "title": "Open Hub Studio",
          "body": "Use the official getting-started guide to connect to Hub LR and create a small module."
        },
        {
          "title": "Handle a harmless press",
          "body": "Start with logging or a status request. Add safeguards against accidental repeated presses before connecting consequential actions."
        }
      ],
      "prompt": "Help me write a Flic Hub Studio module for a Flic 2 button and Flic Hub LR. Use the documented FlicScript modules, not assumed Node.js packages. Start by logging a button press, then add my chosen harmless action with duplicate-press handling and private credential storage.",
      "resources": [
        {
          "title": "Hub Studio and compatible hardware",
          "author": "Flic",
          "type": "Developer guide",
          "url": "https://flic.io/flic-hub-studio",
          "featured": false
        },
        {
          "title": "Create your first hub module",
          "author": "Flic",
          "type": "Tutorial",
          "url": "https://hubsdk.flic.io/static/tutorial/",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "collections": [],
      "popularity": {
        "score": 70,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 4,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "A recognizable smart-button family with a dedicated Hub Studio tutorial, but the precise hub is crucial.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "addedAt": "2026-11-04",
      "seo": {
        "title": "Flic Button + Hub LR: JavaScript projects & setup",
        "description": "Create custom Flic button actions with Hub LR and FlicScript. Compare hub requirements, build a first module, and check Amazon kit options before buying.",
        "bestFor": "A wireless physical trigger with custom logic on a supported hub.",
        "notFor": "Buying only a button or substituting Hub Mini for this Studio route.",
        "runsWhere": "JavaScript modules run in the supported FlicScript environment on Hub LR.",
        "faqs": [
          {
            "question": "Can I use Flic Hub Mini for Hub Studio?",
            "answer": "Not for the route documented here. This guide calls for Flic Hub LR. A product bundle with Hub Mini is not an equivalent purchase."
          },
          {
            "question": "Do I need to leave my laptop running?",
            "answer": "Hub Studio modules run on Hub LR, not on your laptop. A module can still depend on external services or computers it calls, and those dependencies need to stay available."
          },
          {
            "question": "Where can I buy Flic Button + Hub LR?",
            "answer": "An Amazon listing is linked as a starting point, not a guarantee of stock or compatibility. This project route requires Flic Hub LR as well as the button. Hub Mini is not compatible with Flic Hub Studio. Check the selected bundle before ordering."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Flic+Button+%2B+Hub+LR",
        "kind": "search",
        "label": "Search Amazon · no exact match",
        "affiliate": false,
        "note": "Amazon US search checked 2026-11-04; no exact matching listing was confirmed. Search results may show other models. Prefer the official seller.",
        "discoveredAt": "2026-11-04",
        "verification": "No exact listing confirmed",
        "availability": "not-found",
        "checkedAt": "2026-11-04T16:16:47.073Z"
      },
      "imageSource": "https://flic.io/flic-hub-studio",
      "imageRights": "Attributed preview; commercial permission not verified",
      "url": "https://atomsforagents.com/devices/flic-button-hub-lr/",
      "markdownUrl": "https://atomsforagents.com/devices/flic-button-hub-lr.md"
    },
    {
      "slug": "reterminal-e1002",
      "name": "reTerminal E1002",
      "model": "E1002 · 7.3-inch color ePaper",
      "maker": "Seeed Studio",
      "category": "displays",
      "number": "10",
      "image": "/images/e1002.webp",
      "imageAlt": "Seeed Studio reTerminal E1002 color ePaper display",
      "imageCredit": "Product image: Seeed Studio",
      "headline": "A little color. A lot less screen time.",
      "summary": "A finished color e-paper display for art, a morning briefing, or a dashboard that doesn't demand your attention.",
      "route": "ESPHome / Arduino",
      "effort": "Guided setup",
      "evidence": "Official docs",
      "buyUrl": "https://www.seeedstudio.com/reTerminal-E1002-p-6533.html",
      "buyLabel": "View at Seeed Studio",
      "affiliate": false,
      "purchaseNote": "Check the manufacturer's current price, delivery region, and included accessories. Choose E1002 for color; E1001 is the monochrome model.",
      "description": "The reTerminal E1002 pairs a 7.3-inch, 800 × 480 color e-paper panel with an ESP32-S3 in a finished enclosure. It ships with SenseCraft Seeedash and also supports documented Arduino and ESPHome development routes. A coding agent can help write a dashboard layout or firmware configuration; the device is not a general-purpose browser.",
      "projects": [
        "A daily illustrated briefing",
        "A rotating collection of art",
        "A color-coded family chore board"
      ],
      "needs": [
        "The E1002 and a suitable USB-C power/data connection",
        "A laptop and the development tools for your chosen route",
        "Home Assistant if using its ESPHome integration; external data access where needed"
      ],
      "caveats": [
        "Color e-paper is for occasional updates, not animation. The manufacturer lists roughly 15–20 seconds for a full refresh.",
        "Custom firmware may replace the factory experience. Read the recovery instructions and confirm the exact model before flashing.",
        "Platform features vary: Seeed currently documents TRMNL operation on E1002 in monochrome mode."
      ],
      "steps": [
        {
          "title": "Start with the stock experience",
          "body": "Follow Seeed's E1002 getting-started guide to connect the device and confirm that the display works before changing firmware."
        },
        {
          "title": "Choose a development route",
          "body": "Use ESPHome for a Home Assistant display or Arduino for a more direct firmware project. Give your agent the official guide and the exact E1002 model."
        },
        {
          "title": "Design for slow updates",
          "body": "Start with a static layout, then add a scheduled data refresh. Keep the last successful reading and its timestamp visible when a data source is unavailable."
        }
      ],
      "prompt": "Help me design a dashboard for a Seeed reTerminal E1002, 800 by 480 color e-paper. Ask whether I want ESPHome with Home Assistant or Arduino before writing code. Use the manufacturer's E1002 documentation, account for slow full refreshes, include a last-updated timestamp, and keep private keys out of source control. Start with a mock layout, not a firmware flash.",
      "resources": [
        {
          "title": "A color e-paper weather and home dashboard",
          "url": "https://tutoduino.fr/en/reterminal-e1002-arduino-ide/",
          "author": "Tutoduino",
          "type": "Project + code",
          "summary": "A finished E1002 displays weather forecasts, Home Assistant sensor readings, crypto prices, and its battery level, then sleeps between updates.",
          "compatibility": "Exact E1002 project—not an E1001 firmware match. Requires Arduino firmware flashing, Wi-Fi, online data sources, and Home Assistant for the home-sensor portion.",
          "match": "exact",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested",
          "supportingUrls": [
            "https://github.com/tutoduino/reTerminalE1002_WeatherStation"
          ]
        },
        {
          "title": "Getting started with E1002",
          "author": "Seeed Studio",
          "type": "Setup guide",
          "url": "https://wiki.seeedstudio.com/getting_started_with_reterminal_e1002",
          "featured": false
        },
        {
          "title": "Build an ESPHome display",
          "author": "Seeed Studio",
          "type": "Tutorial",
          "url": "https://wiki.seeedstudio.com/reterminal_e10xx_with_esphome",
          "featured": false
        },
        {
          "title": "Draw with Arduino",
          "author": "Seeed Studio",
          "type": "Tutorial",
          "url": "https://wiki.seeedstudio.com/reterminal_e10xx_with_arduino",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "e-paper",
      "collections": [
        "desk-companions"
      ],
      "popularity": {
        "score": 66,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 4,
          "retail": 3
        },
        "reason": "Model-specific manufacturer guides cover both ESPHome and Arduino. A narrower ecosystem than mainstream desktop accessories.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "addedAt": "2026-11-04",
      "seo": {
        "title": "reTerminal E1002 color e-paper: projects & setup",
        "description": "Build a color e-paper dashboard with reTerminal E1002. Compare ESPHome and Arduino, check refresh limits, follow official guides, and find it on Amazon.",
        "bestFor": "Slow-changing color art, summaries, and Home Assistant dashboards.",
        "notFor": "Video, animation, or a web page that expects a normal browser.",
        "runsWhere": "Dashboard layouts and device behavior use the chosen supported firmware; this is not a general-purpose browser.",
        "faqs": [
          {
            "question": "Is the reTerminal E1002 suitable for live animation?",
            "answer": "No. Seeed lists roughly 15–20 seconds for a full color refresh. Plan around occasional updates and display the time of the last successful data refresh."
          },
          {
            "question": "What is the difference between E1002 and E1001?",
            "answer": "E1002 uses a 7.3-inch color panel; E1001 uses a 7.5-inch monochrome panel and supports partial refresh. Both are listed at 800 × 480, but model-specific firmware must not be swapped blindly."
          },
          {
            "question": "Where can I buy reTerminal E1002?",
            "answer": "An Amazon listing is linked as a starting point, not a guarantee of stock or compatibility. Check the manufacturer's current price, delivery region, and included accessories. Choose E1002 for color; E1001 is the monochrome model."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/reTerminal-E1002-Dashboard-SenseCraft-Compatible/dp/B0FW9XF6DG",
        "kind": "listing",
        "label": "Amazon listing · unavailable",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Currently unavailable at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:53:46.226Z",
        "availability": "unavailable",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "reTerminal E1002 7.3\" Color E Ink Spectra 6 Smart Display"
      },
      "url": "https://atomsforagents.com/devices/reterminal-e1002/",
      "markdownUrl": "https://atomsforagents.com/devices/reterminal-e1002.md"
    },
    {
      "slug": "trmnl-og",
      "name": "TRMNL OG",
      "model": "OG model · ePaper display",
      "maker": "TRMNL",
      "category": "displays",
      "number": "11",
      "image": "/images/trmnl-photo.webp",
      "imageAlt": "TRMNL OG e-paper display on a table by a window",
      "imageCredit": "Product image: TRMNL",
      "headline": "Build a plugin. Give it a screen.",
      "summary": "A dedicated e-paper dashboard with custom HTML and Liquid plugins, community recipes, and tools for coding agents.",
      "route": "HTML / CSS / Liquid",
      "effort": "Guided setup",
      "evidence": "Official docs",
      "buyUrl": "https://shop.trmnl.com/collections/devices",
      "buyLabel": "Explore TRMNL devices",
      "affiliate": false,
      "purchaseNote": "Select the OG model. Confirm which developer features and service options are included in your purchase before ordering.",
      "description": "TRMNL is a finished e-paper display built around plugins: layouts that turn information into a glanceable screen. Its developer platform supports HTML, CSS, Liquid templates, shared recipes, and self-hosting routes. Official agent skills and an MCP server make it a particularly direct route from a coding-agent conversation to a physical dashboard.",
      "projects": [
        "A personal workday briefing",
        "A reading list or daily quote",
        "A single-number dashboard for a side project"
      ],
      "needs": [
        "A TRMNL OG device and Wi-Fi",
        "A TRMNL account for the hosted route, or your own supported server",
        "Access to the custom-plugin features required by your project"
      ],
      "caveats": [
        "This is a periodically refreshed e-paper screen, not an interactive browser or video display.",
        "Hosted developer features, BYOD licenses, and self-hosted setups are different options. Check the current terms for your chosen route.",
        "A Claude or Cursor subscription does not include every third-party service or data API your plugin may call."
      ],
      "steps": [
        {
          "title": "Try an existing recipe",
          "body": "Set up the finished device and install a simple plugin first. This confirms connectivity before you start debugging your own layout."
        },
        {
          "title": "Build a small custom plugin",
          "body": "Use the official developer documentation and design framework. Begin with a static HTML/Liquid layout and preview it before connecting private data."
        },
        {
          "title": "Connect one useful source",
          "body": "Add data through the documented plugin mechanism. Keep credentials in the appropriate private configuration and display a timestamp with the result."
        }
      ],
      "prompt": "Help me build a TRMNL private plugin using the official framework and agent skills. First confirm my device model, available plugin features, and chosen data source. Make an e-paper-friendly layout with strong contrast, no animation, and a last-updated label. Use mock data for the first preview and do not ask me to paste tokens into public markup.",
      "resources": [
        {
          "title": "Building a Tempest Weather Station display",
          "url": "https://www.youtube.com/watch?v=dgm5_dZrWv8",
          "author": "Ryan · TRMNL",
          "type": "Maker video",
          "summary": "Ryan installs a backyard weather station and puts its readings on a dedicated TRMNL e-paper screen, then walks through the plugin and display customization.",
          "compatibility": "Uses a Tempest station and TRMNL display; the display revision is not named. Requires both products, their services, and an outdoor mount. Follow the station's siting guidance rather than copying the tree placement. Made by TRMNL, not an independent review.",
          "match": "family",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested"
        },
        {
          "title": "A denser, more useful e-paper calendar",
          "url": "https://delport.ca/p/custom-trmnl-calendar-plugin",
          "author": "Ramblings and Musings",
          "type": "Project + code",
          "summary": "A custom agenda layout fits more upcoming events on the screen, using TRMNL’s existing calendar data and a shareable Liquid template.",
          "compatibility": "TRMNL plugin project; exact hardware revision is not stated. Requires a calendar plugin, API access, and custom-plugin access on your plan.",
          "match": "platform",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested"
        },
        {
          "title": "TRMNL developer platform",
          "author": "TRMNL",
          "type": "Developer guide",
          "url": "https://trmnl.com/developers",
          "featured": false
        },
        {
          "title": "Design framework",
          "author": "TRMNL",
          "type": "Reference",
          "url": "https://trmnl.com/framework",
          "featured": false
        },
        {
          "title": "Official agent skills",
          "author": "TRMNL",
          "type": "Code",
          "url": "https://github.com/usetrmnl/trmnl-agent-skills",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "e-paper",
      "collections": [
        "desk-companions"
      ],
      "popularity": {
        "score": 72,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 4,
          "tutorials": 4,
          "retail": 2
        },
        "reason": "A purpose-built dashboard ecosystem with a documented framework and official agent skills; a specialist device rather than mass-market retail hardware.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "addedAt": "2026-11-04",
      "seo": {
        "title": "TRMNL OG projects: custom plugins & agent setup",
        "description": "Build custom TRMNL OG e-paper plugins with HTML, CSS, and Liquid. Explore agent skills, hosted vs self-hosted options, setup guides, and buying links.",
        "bestFor": "Glanceable dashboards using web-style templates and a plugin ecosystem.",
        "notFor": "Interactive web browsing, animation, or assuming every developer feature is included.",
        "runsWhere": "The chosen hosted or self-hosted route prepares content for the periodically refreshed display.",
        "faqs": [
          {
            "question": "Can I build TRMNL plugins with Claude Code or Cursor?",
            "answer": "TRMNL publishes official agent skills alongside its developer documentation. An agent can help build a layout, but you must still configure data sources and the appropriate account features."
          },
          {
            "question": "Does TRMNL require a subscription?",
            "answer": "Do not infer current terms from a device listing. Hosted developer features, BYOD licenses, and self-hosting are different routes; verify the terms for the one your project needs."
          },
          {
            "question": "Where can I buy TRMNL OG?",
            "answer": "Use the official buying or compatibility link below. The Amazon button opens a search, not a confirmed product listing. Select the OG model. Confirm which developer features and service options are included in your purchase before ordering."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=TRMNL+OG+ePaper",
        "kind": "search",
        "label": "Search Amazon · no exact match",
        "affiliate": false,
        "note": "Amazon US search checked 2026-11-04; no exact matching listing was confirmed. Search results may show other models. Prefer the official seller.",
        "discoveredAt": "2026-11-04",
        "verification": "No exact listing confirmed",
        "availability": "not-found",
        "checkedAt": "2026-11-04T16:15:57.093Z"
      },
      "imageSource": "https://shop.trmnl.com/collections/devices",
      "imageRights": "Attributed preview; commercial permission not verified",
      "url": "https://atomsforagents.com/devices/trmnl-og/",
      "markdownUrl": "https://atomsforagents.com/devices/trmnl-og.md"
    },
    {
      "slug": "aipi-lite",
      "name": "AiPi Lite",
      "model": "Lite · confirm revision against SDK config",
      "maker": "AiPi",
      "category": "voice-audio",
      "number": "12",
      "image": "/images/aipi.webp",
      "imageAlt": "Blue AiPi Lite enclosed desk companion",
      "imageCredit": "Product image: AiPi",
      "headline": "A tiny desk companion with a new job.",
      "summary": "An enclosed screen-and-voice gadget with a community SDK route. A more experimental pick for a custom desk companion.",
      "route": "ESP32 / community SDK",
      "effort": "Advanced setup",
      "evidence": "Community code",
      "buyUrl": "https://aipi.com/products/aipi-lite",
      "buyLabel": "View at AiPi",
      "affiliate": false,
      "purchaseNote": "Verify the exact revision against the community configuration. The listed Muse project is a separate software route, not a promise that every Lite variant works unchanged.",
      "description": "AiPi Lite is a small, finished desk device with a screen and voice features. Muse's open-source gadget SDK includes an AiPi device configuration, offering an example for developers who want to change its behavior. That is a useful starting point, but code support is not the same as an independently tested beginner tutorial.",
      "projects": [
        "A visual focus companion",
        "A push-to-talk desk assistant",
        "A small status display with personality"
      ],
      "needs": [
        "An AiPi Lite revision matching the chosen configuration",
        "A laptop, a suitable data cable, and the SDK's build tools",
        "A Muse account and SDK token for the linked Muse-specific route; check current access and costs"
      ],
      "caveats": [
        "This entry is based on community code, not a firsthand compatibility test or a complete independent walkthrough.",
        "Flashing alternate firmware can replace the stock experience. Confirm a recovery route before you proceed.",
        "The linked SDK connects to Muse. Adapting it for another service is additional development, not automatic cross-agent compatibility."
      ],
      "steps": [
        {
          "title": "Read the SDK before buying",
          "body": "Compare the device configuration and current README with the product revision being sold. Do not assume support from the enclosure's appearance."
        },
        {
          "title": "Prepare a recovery plan",
          "body": "Understand the build, flashing, and restore steps. Keep the stock experience until you are confident that the chosen firmware supports your exact device."
        },
        {
          "title": "Change one behavior",
          "body": "Start from the documented configuration rather than writing firmware from scratch. Let your coding agent help explain the project and make one small change at a time."
        }
      ],
      "prompt": "Help me evaluate the Muse gadget SDK's AiPi Lite configuration before I flash anything. First ask for my exact hardware revision, operating system, and whether I have Muse SDK access. Read the current README and configuration, list prerequisites and recovery steps, and clearly separate documented behavior from proposed modifications. Do not claim that an untested build is compatible.",
      "resources": [
        {
          "title": "Muse ESP32 gadget SDK",
          "author": "Muse / Meta contributors",
          "type": "Developer guide",
          "url": "https://github.com/facebookincubator/muse-gadget-sdk/tree/main/esp32",
          "featured": false
        },
        {
          "title": "AiPi device configuration",
          "author": "Muse / Meta contributors",
          "type": "Code",
          "url": "https://github.com/facebookincubator/muse-gadget-sdk/blob/main/esp32/devices/sdkconfig.muse-aipi",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [
        "desk-companions"
      ],
      "popularity": {
        "score": 36,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 1
        },
        "reason": "A niche desk device with a community SDK configuration, but less documented beginner guidance in the sources linked here.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "addedAt": "2026-11-04",
      "seo": {
        "title": "AiPi Lite desk companion: SDK, projects & setup cautions",
        "description": "Explore AiPi Lite customization through the Muse gadget SDK. Check hardware revisions, flashing risks, service dependencies, project ideas, and buying options.",
        "bestFor": "A developer comfortable reading firmware configuration and testing a community SDK.",
        "notFor": "A guaranteed beginner walkthrough or automatic compatibility with every AI service.",
        "runsWhere": "Alternate firmware uses the linked Muse-specific SDK; the connected service and device each have separate requirements.",
        "faqs": [
          {
            "question": "Can I use any AI service with AiPi Lite?",
            "answer": "Not automatically through this guide. The linked SDK targets Muse and requires its account and token. Adapting it to another provider is additional development."
          },
          {
            "question": "Should I flash AiPi Lite immediately?",
            "answer": "No. Match the hardware revision to the SDK configuration and establish a recovery route first. Community code support is not an independent compatibility test."
          },
          {
            "question": "Where can I buy AiPi Lite?",
            "answer": "Use the official buying or compatibility link below. The Amazon button opens a search, not a confirmed product listing. Verify the exact revision against the community configuration. The listed Muse project is a separate software route, not a promise that every Lite variant works unchanged."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/YONBO-AIPI-Lite-Companion-Interactive-Emotional/dp/B0HDP68S7H",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:23:43.341Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "AIPI-Lite AI Companion Robot, Interactive Talking AI Robot, ChatGPT Powered, Voice Cloning, Memory Storage, Portable Emo Robot with Battery for Emotional Support"
      },
      "url": "https://atomsforagents.com/devices/aipi-lite/",
      "markdownUrl": "https://atomsforagents.com/devices/aipi-lite.md"
    },
    {
      "slug": "reterminal-e1001",
      "name": "reTerminal E1001",
      "model": "E1001 · 7.5-inch monochrome ePaper",
      "maker": "Seeed Studio",
      "category": "displays",
      "number": "13",
      "image": "/images/e1001.webp",
      "imageAlt": "Seeed Studio reTerminal E1001 monochrome ePaper display",
      "imageCredit": "Product image: Seeed Studio",
      "headline": "Your calendar, without another glowing screen.",
      "summary": "A finished monochrome e-paper display for text-first dashboards. Write the layout, connect the data, leave it on your desk.",
      "route": "ESPHome / Arduino",
      "effort": "Guided setup",
      "evidence": "Official docs",
      "buyUrl": "https://www.seeedstudio.com/reTerminal-E1001-p-6534.html",
      "buyLabel": "View at Seeed Studio",
      "affiliate": false,
      "purchaseNote": "Choose E1001 for monochrome. Check included accessories and current delivery options at the manufacturer.",
      "description": "The reTerminal E1001 is a 7.5-inch, 800 × 480 monochrome e-paper display built around an ESP32-S3 in a finished enclosure. Its official software routes include SenseCraft Seeedash, ESPHome, and Arduino. Compared with the color E1002, it prioritizes readable text and supports partial refresh.",
      "projects": [
        "A calendar beside your coffee machine",
        "A reading queue or daily checklist",
        "Home temperature and energy at a glance"
      ],
      "needs": [
        "The E1001 and a suitable USB-C connection",
        "A laptop and the development tools for the chosen route",
        "Home Assistant if using that integration, plus access to your data sources"
      ],
      "caveats": [
        "E-paper does not behave like a normal monitor: refreshes are visible and it is not suitable for animation.",
        "The E1001 and E1002 use different panels. Do not reuse model-specific firmware blindly.",
        "Battery life depends on refresh frequency, network use, and firmware configuration."
      ],
      "steps": [
        {
          "title": "Confirm the stock display works",
          "body": "Follow the E1001 setup guide and connect to Wi-Fi before changing firmware."
        },
        {
          "title": "Choose ESPHome or Arduino",
          "body": "Use the official model-specific tutorial as your agent's reference. Start with a black-and-white layout at 800 × 480."
        },
        {
          "title": "Add useful information slowly",
          "body": "Connect one data source and choose an appropriate refresh interval. Show the data timestamp so an old reading never looks current."
        }
      ],
      "prompt": "Help me create a monochrome dashboard for a Seeed reTerminal E1001 at 800 by 480. First ask whether I use ESPHome with Home Assistant or Arduino. Follow the official E1001 documentation, make text readable from across a desk, avoid animation, and include a last-updated timestamp. Use mock data until I choose the real source.",
      "resources": [
        {
          "title": "Getting started with E1001",
          "author": "Seeed Studio",
          "type": "Setup guide",
          "url": "https://wiki.seeedstudio.com/getting_started_with_reterminal_e1001",
          "featured": false
        },
        {
          "title": "Build an ESPHome display",
          "author": "Seeed Studio",
          "type": "Tutorial",
          "url": "https://wiki.seeedstudio.com/reterminal_e10xx_with_esphome",
          "featured": false
        },
        {
          "title": "Draw with Arduino",
          "author": "Seeed Studio",
          "type": "Tutorial",
          "url": "https://wiki.seeedstudio.com/reterminal_e10xx_with_arduino",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "e-paper",
      "collections": [
        "desk-companions"
      ],
      "popularity": {
        "score": 70,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 4,
          "retail": 4
        },
        "reason": "Clear manufacturer tutorials and a monochrome dashboard use case make it an accessible starting point within a specialist display category.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "addedAt": "2026-11-04",
      "seo": {
        "title": "reTerminal E1001 e-paper dashboard: setup & projects",
        "description": "Make an ESPHome or Arduino dashboard with reTerminal E1001. Explore the 7.5-inch monochrome display, setup requirements, project ideas, and Amazon link.",
        "bestFor": "Readable calendars, transit boards, and quiet text-first dashboards.",
        "notFor": "Color graphics, video, or a promise of fixed battery life.",
        "runsWhere": "Your chosen ESPHome, Arduino, or supported stock route controls the display on the device.",
        "faqs": [
          {
            "question": "Can I connect reTerminal E1001 to Home Assistant?",
            "answer": "Seeed provides an ESPHome route. Use the E1001-specific instructions and confirm your Home Assistant setup and entity IDs before asking an agent to generate a configuration."
          },
          {
            "question": "How often should I refresh an e-paper dashboard?",
            "answer": "Use an interval that fits the information and panel behavior, not a monitor-style frame rate. Network use, update frequency, and firmware all affect battery life; test your actual layout."
          },
          {
            "question": "Where can I buy reTerminal E1001?",
            "answer": "An Amazon listing is linked as a starting point, not a guarantee of stock or compatibility. Choose E1001 for monochrome. Check included accessories and current delivery options at the manufacturer."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/reTerminal-E1001-Monochrome-ESP32-S3-SenseCraft/dp/B0FRFHVHNZ",
        "kind": "listing",
        "label": "Amazon listing · unavailable",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Currently unavailable at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:53:32.176Z",
        "availability": "unavailable",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "reTerminal E1001 7.5\" Monochrome ePaper Display, ESP32-S3 IoT Terminal"
      },
      "url": "https://atomsforagents.com/devices/reterminal-e1001/",
      "markdownUrl": "https://atomsforagents.com/devices/reterminal-e1001.md"
    },
    {
      "slug": "divoom-pixoo-64",
      "name": "Divoom Pixoo 64",
      "model": "Divoom Pixoo 64",
      "maker": "Divoom",
      "category": "displays",
      "number": "14",
      "image": "/images/divoom-pixoo-64.webp",
      "imageAlt": "Product photo of Divoom Pixoo 64",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Divoom-Pixoo-64-Digital-Control-Decoration/dp/B09H3YWPCH",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A pixel weather and commute board.",
      "summary": "Use Divoom Pixoo 64 for a pixel weather and commute board. The route is Local display API + Python.",
      "route": "Local display API + Python",
      "effort": "Tinkering required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Divoom-Pixoo-64-Digital-Control-Decoration/dp/B09H3YWPCH",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Divoom Pixoo 64. Check seller, bundle contents and return policy before ordering.",
      "description": "Divoom Pixoo 64 gives your software a physical output. Your laptop or home server sends images and text to the display over Wi-Fi. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A pixel weather and commute board",
        "A small build-status or subscriber-count display"
      ],
      "needs": [
        "Pixoo 64, USB power, 2.4 GHz Wi-Fi and a computer running your script.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "This route is for the Wi-Fi Pixoo 64, not every Divoom Bluetooth display. Community clients may break with firmware changes.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Pixoo 64, USB power, 2.4 GHz Wi-Fi and a computer running your script."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. This route is for the Wi-Fi Pixoo 64, not every Divoom Bluetooth display. Community clients may break with firmware changes."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a pixel weather and commute board. Add logging, sensible timeouts and a manual off switch. Your laptop or home server sends images and text to the display over Wi-Fi."
        }
      ],
      "prompt": "Help me plan a pixel weather and commute board using Divoom Pixoo 64. Read https://github.com/tidyhf/Pixoo64-Advanced-Tools first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. This route is for the Wi-Fi Pixoo 64, not every Divoom Bluetooth display. Community clients may break with firmware changes. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Turn album covers into a live pixel display",
          "url": "https://github.com/idodov/pixoo64_art",
          "author": "idodov",
          "type": "Project + code",
          "summary": "A community project turns the Pixoo 64 into a now-playing display with album artwork, synchronized lyrics, and optional room-light color matching.",
          "compatibility": "Targets Pixoo 64. Requires Home Assistant, the custom integration, a reachable display, and a media-player entity; optional metadata or AI providers may need accounts and keys.",
          "match": "exact",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested",
          "supportingUrls": [
            "https://github.com/idodov/pixoo64-media-album-art"
          ]
        },
        {
          "title": "Pixoo64 Advanced Tools",
          "url": "https://github.com/tidyhf/Pixoo64-Advanced-Tools",
          "author": "Community contributors",
          "type": "Community code",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "pixel-status",
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Divoom Pixoo 64 projects, compatibility & setup",
        "description": "Use Divoom Pixoo 64 for a pixel weather and commute board. The route is Local display API + Python.",
        "bestFor": "A pixel weather and commute board.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your laptop or home server sends images and text to the display over Wi-Fi.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your laptop or home server sends images and text to the display over Wi-Fi."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Pixoo 64, USB power, 2.4 GHz Wi-Fi and a computer running your script."
          },
          {
            "question": "What should I check before buying?",
            "answer": "This route is for the Wi-Fi Pixoo 64, not every Divoom Bluetooth display. Community clients may break with firmware changes."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Divoom-Pixoo-64-Digital-Control-Decoration/dp/B09H3YWPCH",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:23:47.057Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Divoom Pixoo-64 - WiFi Pixel Cloud Digital Frame with APP Control,64 X 64 LED Panel Display Frame for Gaming Room Decoration/Social Media Fans Counter"
      },
      "url": "https://atomsforagents.com/devices/divoom-pixoo-64/",
      "markdownUrl": "https://atomsforagents.com/devices/divoom-pixoo-64.md"
    },
    {
      "slug": "ulanzi-tc001",
      "name": "Ulanzi TC001",
      "model": "Ulanzi TC001",
      "maker": "Ulanzi",
      "category": "displays",
      "number": "15",
      "image": "/images/ulanzi-tc001.webp",
      "imageAlt": "Product photo of Ulanzi TC001",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/ULANZI-TC001-Smart-Pixel-Clock/dp/B0CXX91TY5",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A meeting countdown with a pixel icon.",
      "summary": "Use Ulanzi TC001 for a meeting countdown with a pixel icon. The route is AWTRIX firmware + HTTP / MQTT.",
      "route": "AWTRIX firmware + HTTP / MQTT",
      "effort": "Tinkering required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/ULANZI-TC001-Smart-Pixel-Clock/dp/B0CXX91TY5",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Ulanzi TC001. Check seller, bundle contents and return policy before ordering.",
      "description": "Ulanzi TC001 gives your software a physical output. Your automation runs on a computer or home server; AWTRIX renders notifications on the clock. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A meeting countdown with a pixel icon",
        "A local notification ticker"
      ],
      "needs": [
        "Exact TC001 hardware, USB data cable, a compatible firmware flasher and Wi-Fi.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Flashing replaces the stock firmware and carries recovery and warranty risks. The AWTRIX 3 documentation is archived; check the supported release before flashing. Do not use TC001 firmware on TC002.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Exact TC001 hardware, USB data cable, a compatible firmware flasher and Wi-Fi."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Flashing replaces the stock firmware and carries recovery and warranty risks. The AWTRIX 3 documentation is archived; check the supported release before flashing. Do not use TC001 firmware on TC002."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a meeting countdown with a pixel icon. Add logging, sensible timeouts and a manual off switch. Your automation runs on a computer or home server; AWTRIX renders notifications on the clock."
        }
      ],
      "prompt": "Help me plan a meeting countdown with a pixel icon using Ulanzi TC001. Read https://github.com/Blueforcer/awtrix-ng first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Flashing replaces the stock firmware and carries recovery and warranty risks. The AWTRIX 3 documentation is archived; check the supported release before flashing. Do not use TC001 firmware on TC002. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Now playing, household power, and weather alerts",
          "url": "https://mattzaskeonline.info/blog/2025-07/configuringusing-awtrix-3-ulanzi-tc001-through-home-assistant",
          "author": "Matt Zaske",
          "type": "Build walkthrough",
          "summary": "Matt’s pixel clock cycles through Spotify tracks, live household power use, outdoor temperature, and scrolling weather alerts—with his automation examples.",
          "compatibility": "Exact TC001 build. Requires flashing AWTRIX 3, a USB data cable, Home Assistant, MQTT, and the relevant data sources. Power monitoring needs an existing energy sensor.",
          "match": "exact",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested"
        },
        {
          "title": "AWTRIX firmware and documentation",
          "url": "https://github.com/Blueforcer/awtrix-ng",
          "author": "Blueforcer / contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "pixel-status",
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Ulanzi TC001 projects, compatibility & setup",
        "description": "Use Ulanzi TC001 for a meeting countdown with a pixel icon. The route is AWTRIX firmware + HTTP / MQTT.",
        "bestFor": "A meeting countdown with a pixel icon.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your automation runs on a computer or home server; AWTRIX renders notifications on the clock.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your automation runs on a computer or home server; AWTRIX renders notifications on the clock."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Exact TC001 hardware, USB data cable, a compatible firmware flasher and Wi-Fi."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Flashing replaces the stock firmware and carries recovery and warranty risks. The AWTRIX 3 documentation is archived; check the supported release before flashing. Do not use TC001 firmware on TC002."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/ULANZI-TC001-Smart-Pixel-Clock/dp/B0CXX91TY5",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:23:50.245Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "ULANZI TC001 Smart Pixel Clock - Social Media Counter - Digital Alarm Clock with Weather - Awtrix Simulator - Retro Pixel Art Scoreboard Pomodoro Clock Bedside Gaming Room & Office Decor, White"
      },
      "url": "https://atomsforagents.com/devices/ulanzi-tc001/",
      "markdownUrl": "https://atomsforagents.com/devices/ulanzi-tc001.md"
    },
    {
      "slug": "lametric-time",
      "name": "LaMetric Time",
      "model": "LaMetric Time",
      "maker": "LaMetric",
      "category": "displays",
      "number": "16",
      "image": "/images/lametric-time.webp",
      "imageAlt": "Product photo of LaMetric Time",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/LaMetric-Time-Wi-Fi-Clock-Smart/dp/B01IVTVK3W",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A deployment success or failure indicator.",
      "summary": "Use LaMetric Time for a deployment success or failure indicator. The route is Local notification API.",
      "route": "Local notification API",
      "effort": "Tinkering required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/LaMetric-Time-Wi-Fi-Clock-Smart/dp/B01IVTVK3W",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: LaMetric Time. Check seller, bundle contents and return policy before ordering.",
      "description": "LaMetric Time gives your software a physical output. Your laptop or home server sends notifications to the clock. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A deployment success or failure indicator",
        "A transit countdown beside your keyboard"
      ],
      "needs": [
        "LaMetric Time, Wi-Fi, initial mobile-app setup and the device API key.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "The clock is a compact notification display, not a full web browser. Keep its API key private; check the current API and device firmware.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. LaMetric Time, Wi-Fi, initial mobile-app setup and the device API key."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. The clock is a compact notification display, not a full web browser. Keep its API key private; check the current API and device firmware."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a deployment success or failure indicator. Add logging, sensible timeouts and a manual off switch. Your laptop or home server sends notifications to the clock."
        }
      ],
      "prompt": "Help me plan a deployment success or failure indicator using LaMetric Time. Read https://lametric-documentation.readthedocs.io/en/latest/reference-docs/lametric-time-reference.html first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. The clock is a compact notification display, not a full web browser. Keep its API key private; check the current API and device firmware. Keep secrets out of public code.",
      "resources": [
        {
          "title": "LaMetric device API documentation",
          "url": "https://lametric-documentation.readthedocs.io/en/latest/reference-docs/lametric-time-reference.html",
          "author": "LaMetric",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "pixel-status",
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "LaMetric Time projects, compatibility & setup",
        "description": "Use LaMetric Time for a deployment success or failure indicator. The route is Local notification API.",
        "bestFor": "A deployment success or failure indicator.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your laptop or home server sends notifications to the clock.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your laptop or home server sends notifications to the clock."
          },
          {
            "question": "What do I need before starting?",
            "answer": "LaMetric Time, Wi-Fi, initial mobile-app setup and the device API key."
          },
          {
            "question": "What should I check before buying?",
            "answer": "The clock is a compact notification display, not a full web browser. Keep its API key private; check the current API and device firmware."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/LaMetric-Time-Wi-Fi-Clock-Smart/dp/B01IVTVK3W",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:23:53.679Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "LaMetric TIME Wi-Fi Clock for Smart Home - Social Media Counter - Cinema Lightbox - Digital Alarm Clock with Weather - Retro Pixel Art Bluetooth Speaker with 37x8 LED Display"
      },
      "url": "https://atomsforagents.com/devices/lametric-time/",
      "markdownUrl": "https://atomsforagents.com/devices/lametric-time.md"
    },
    {
      "slug": "philips-hue-go",
      "name": "Philips Hue Go portable light",
      "model": "Hue Go portable table lamp, black (not the bowl-shaped Go)",
      "maker": "Philips Hue",
      "category": "lights",
      "number": "17",
      "image": "/images/philips-hue-go.webp",
      "imageAlt": "Product photo of Hue Go portable table lamp, black (not the bowl-shaped Go)",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Philips-Portable-Ambiance-Compatible-Assistant/dp/B0BG99KDKP",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A quiet meeting-status light.",
      "summary": "Use Philips Hue Go portable light for a quiet meeting-status light. The route is Hue Bridge + Home Assistant.",
      "route": "Hue Bridge + Home Assistant",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Philips-Portable-Ambiance-Compatible-Assistant/dp/B0BG99KDKP",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Hue Go portable table lamp, black (not the bowl-shaped Go). Check seller, bundle contents and return policy before ordering.",
      "description": "Philips Hue Go portable light gives your software a physical output. Your automation runs on Home Assistant or another computer and controls lights through the bridge. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A quiet meeting-status light",
        "A color signal for weather or air quality"
      ],
      "needs": [
        "The named Hue light, its power supply or compatible fitting, a Hue Bridge and a running Home Assistant instance.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The named Hue light, its power supply or compatible fitting, a Hue Bridge and a running Home Assistant instance."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a quiet meeting-status light. Add logging, sensible timeouts and a manual off switch. Your automation runs on Home Assistant or another computer and controls lights through the bridge."
        }
      ],
      "prompt": "Help me plan a quiet meeting-status light using Hue Go portable table lamp, black (not the bowl-shaped Go). Read https://www.home-assistant.io/integrations/hue first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Turn a bedside light into a sunrise alarm",
          "url": "https://www.tomsguide.com/opinion/i-turned-this-smart-light-into-a-sunrise-alarm-clock-and-its-a-game-changer-for-my-mornings",
          "author": "Tom’s Guide",
          "type": "Use-case story",
          "summary": "A firsthand account of using Hue Go’s wake-up and bedtime routines to brighten and dim a bedside light gradually.",
          "compatibility": "Uses the bowl-shaped Hue Go, with no custom code. This is app-configuration inspiration; the 2023 article’s hardware revision and app screens may differ from today’s listing.",
          "match": "family",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested"
        },
        {
          "title": "Lights that follow the sun instead of a schedule",
          "url": "https://nijho.lt/post/advent-of-open-source/02-adaptive-lighting/",
          "author": "Bas Nijholt",
          "type": "Build story",
          "summary": "The creator of Adaptive Lighting explains how his home project adjusts light color and brightness through the day while respecting manual changes.",
          "compatibility": "A Home Assistant lighting project, not an exact-model test. Requires a compatible light entity; available effects depend on its brightness and color-temperature controls. Hue needs a bridge.",
          "match": "platform",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested",
          "supportingUrls": [
            "https://github.com/basnijholt/adaptive-lighting"
          ]
        },
        {
          "title": "Philips Hue",
          "url": "https://www.home-assistant.io/integrations/hue",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Philips Hue Go portable light projects, compatibility & setup",
        "description": "Use Philips Hue Go portable light for a quiet meeting-status light. The route is Hue Bridge + Home Assistant.",
        "bestFor": "A quiet meeting-status light.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your automation runs on Home Assistant or another computer and controls lights through the bridge.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your automation runs on Home Assistant or another computer and controls lights through the bridge."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The named Hue light, its power supply or compatible fitting, a Hue Bridge and a running Home Assistant instance."
          },
          {
            "question": "What should I check before buying?",
            "answer": "The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Philips-Portable-Ambiance-Compatible-Assistant/dp/B0BG99KDKP",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:00.263Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "PHILIPS Hue Go Smart Portable Table Lamp, 1 Pack, Black, White and Color Ambiance LED Color-Changing Light, Smart LED Lamp For Indoor and Outdoor Use, Control with Hue App or Voice Assistant"
      },
      "url": "https://atomsforagents.com/devices/philips-hue-go/",
      "markdownUrl": "https://atomsforagents.com/devices/philips-hue-go.md"
    },
    {
      "slug": "philips-hue-lightstrip-plus",
      "name": "Philips Hue Lightstrip Plus base kit",
      "model": "Philips Hue Lightstrip Plus base kit",
      "maker": "Philips Hue",
      "category": "lights",
      "number": "18",
      "image": "/images/philips-hue-lightstrip-plus.webp",
      "imageAlt": "Product photo of Philips Hue Lightstrip Plus base kit",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Philips-Hue-Bluetooth-Lightstrip-Compatible/dp/B08CKJWSFS",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A quiet meeting-status light.",
      "summary": "Use Philips Hue Lightstrip Plus base kit for a quiet meeting-status light. The route is Hue Bridge + Home Assistant.",
      "route": "Hue Bridge + Home Assistant",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Philips-Hue-Bluetooth-Lightstrip-Compatible/dp/B08CKJWSFS",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Philips Hue Lightstrip Plus base kit. Check seller, bundle contents and return policy before ordering.",
      "description": "Philips Hue Lightstrip Plus base kit gives your software a physical output. Your automation runs on Home Assistant or another computer and controls lights through the bridge. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A quiet meeting-status light",
        "A color signal for weather or air quality"
      ],
      "needs": [
        "The named Hue light, its power supply or compatible fitting, a Hue Bridge and a running Home Assistant instance.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The named Hue light, its power supply or compatible fitting, a Hue Bridge and a running Home Assistant instance."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a quiet meeting-status light. Add logging, sensible timeouts and a manual off switch. Your automation runs on Home Assistant or another computer and controls lights through the bridge."
        }
      ],
      "prompt": "Help me plan a quiet meeting-status light using Philips Hue Lightstrip Plus base kit. Read https://www.home-assistant.io/integrations/hue first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Lights that follow the sun instead of a schedule",
          "url": "https://nijho.lt/post/advent-of-open-source/02-adaptive-lighting/",
          "author": "Bas Nijholt",
          "type": "Build story",
          "summary": "The creator of Adaptive Lighting explains how his home project adjusts light color and brightness through the day while respecting manual changes.",
          "compatibility": "A Home Assistant lighting project, not an exact-model test. Requires a compatible light entity; available effects depend on its brightness and color-temperature controls. Hue needs a bridge.",
          "match": "platform",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested",
          "supportingUrls": [
            "https://github.com/basnijholt/adaptive-lighting"
          ]
        },
        {
          "title": "Philips Hue",
          "url": "https://www.home-assistant.io/integrations/hue",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Philips Hue Lightstrip Plus base kit projects, compatibility & setup",
        "description": "Use Philips Hue Lightstrip Plus base kit for a quiet meeting-status light. The route is Hue Bridge + Home Assistant.",
        "bestFor": "A quiet meeting-status light.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your automation runs on Home Assistant or another computer and controls lights through the bridge.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your automation runs on Home Assistant or another computer and controls lights through the bridge."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The named Hue light, its power supply or compatible fitting, a Hue Bridge and a running Home Assistant instance."
          },
          {
            "question": "What should I check before buying?",
            "answer": "The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Philips-Hue-Bluetooth-Lightstrip-Compatible/dp/B08CKJWSFS",
        "kind": "listing",
        "label": "Check Amazon listing",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Product page opened, but inventory could not be confirmed. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:03.897Z",
        "availability": "unconfirmed",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Philips Hue Bluetooth Smart Lightstrip Plus 2m/6ft Base Kit with Plug, (Voice Compatible with Amazon Alexa, Apple Homekit and Google Home), White"
      },
      "url": "https://atomsforagents.com/devices/philips-hue-lightstrip-plus/",
      "markdownUrl": "https://atomsforagents.com/devices/philips-hue-lightstrip-plus.md"
    },
    {
      "slug": "lifx-color-a19",
      "name": "LIFX Color A19",
      "model": "LIFX Color A19 E26, Matter, 800 lumens, 2-pack",
      "maker": "LIFX",
      "category": "lights",
      "number": "19",
      "image": "/images/lifx-color-a19.webp",
      "imageAlt": "Product photo of LIFX Color A19 E26, Matter, 800 lumens, 2-pack",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/LIFX-Color-800lm-Edison-Screw/dp/B08BKZFHQQ",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A focus-session color timer.",
      "summary": "Use LIFX Color A19 for a focus-session color timer. The route is Local network light control.",
      "route": "Local network light control",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/LIFX-Color-800lm-Edison-Screw/dp/B08BKZFHQQ",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: LIFX Color A19 E26, Matter, 800 lumens, 2-pack. Check seller, bundle contents and return policy before ordering.",
      "description": "LIFX Color A19 gives your software a physical output. Your script or Home Assistant automation runs on a computer and sends commands over the LAN. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A focus-session color timer",
        "An ambient light that follows local sensor readings"
      ],
      "needs": [
        "The exact LIFX model, a suitable powered fitting or included adapter, Wi-Fi and a computer or Home Assistant host.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Check LAN support on the exact generation and firmware; Matter branding alone does not establish every LIFX LAN feature. Basic color control is not arbitrary pixel programming.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The exact LIFX model, a suitable powered fitting or included adapter, Wi-Fi and a computer or Home Assistant host."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Check LAN support on the exact generation and firmware; Matter branding alone does not establish every LIFX LAN feature. Basic color control is not arbitrary pixel programming."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a focus-session color timer. Add logging, sensible timeouts and a manual off switch. Your script or Home Assistant automation runs on a computer and sends commands over the LAN."
        }
      ],
      "prompt": "Help me plan a focus-session color timer using LIFX Color A19 E26, Matter, 800 lumens, 2-pack. Read https://www.home-assistant.io/integrations/lifx first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Check LAN support on the exact generation and firmware; Matter branding alone does not establish every LIFX LAN feature. Basic color control is not arbitrary pixel programming. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Lights that follow the sun instead of a schedule",
          "url": "https://nijho.lt/post/advent-of-open-source/02-adaptive-lighting/",
          "author": "Bas Nijholt",
          "type": "Build story",
          "summary": "The creator of Adaptive Lighting explains how his home project adjusts light color and brightness through the day while respecting manual changes.",
          "compatibility": "A Home Assistant lighting project, not an exact-model test. Requires a compatible light entity; available effects depend on its brightness and color-temperature controls. Hue needs a bridge.",
          "match": "platform",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested",
          "supportingUrls": [
            "https://github.com/basnijholt/adaptive-lighting"
          ]
        },
        {
          "title": "LIFX",
          "url": "https://www.home-assistant.io/integrations/lifx",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "LIFX Color A19 projects, compatibility & setup",
        "description": "Use LIFX Color A19 for a focus-session color timer. The route is Local network light control.",
        "bestFor": "A focus-session color timer.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your script or Home Assistant automation runs on a computer and sends commands over the LAN.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your script or Home Assistant automation runs on a computer and sends commands over the LAN."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The exact LIFX model, a suitable powered fitting or included adapter, Wi-Fi and a computer or Home Assistant host."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Check LAN support on the exact generation and firmware; Matter branding alone does not establish every LIFX LAN feature. Basic color control is not arbitrary pixel programming."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/LIFX-Color-800lm-Edison-Screw/dp/B08BKZFHQQ",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:08.020Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "LIFX Color Smart Light Bulbs (2-Pack) A19 E26, Matter Compatible RGB + Tunable White (800 Lumens), WiFi Dimmable Color Changing (2.4GHz), Compatible with Apple HomeKit, Alexa & Google"
      },
      "url": "https://atomsforagents.com/devices/lifx-color-a19/",
      "markdownUrl": "https://atomsforagents.com/devices/lifx-color-a19.md"
    },
    {
      "slug": "lifx-beam",
      "name": "LIFX Beam",
      "model": "LIFX Beam",
      "maker": "LIFX",
      "category": "lights",
      "number": "20",
      "image": "/images/lifx-beam.webp",
      "imageAlt": "Product photo of LIFX Beam",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/LIFX-Seamless-Changing-Assistant-Microsoft/dp/B073177QS8",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A focus-session color timer.",
      "summary": "Use LIFX Beam for a focus-session color timer. The route is Local network light control.",
      "route": "Local network light control",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/LIFX-Seamless-Changing-Assistant-Microsoft/dp/B073177QS8",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: LIFX Beam. Check seller, bundle contents and return policy before ordering.",
      "description": "LIFX Beam gives your software a physical output. Your script or Home Assistant automation runs on a computer and sends commands over the LAN. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A focus-session color timer",
        "An ambient light that follows local sensor readings"
      ],
      "needs": [
        "The exact LIFX model, a suitable powered fitting or included adapter, Wi-Fi and a computer or Home Assistant host.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Check LAN support on the exact generation and firmware; Matter branding alone does not establish every LIFX LAN feature. Basic color control is not arbitrary pixel programming.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The exact LIFX model, a suitable powered fitting or included adapter, Wi-Fi and a computer or Home Assistant host."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Check LAN support on the exact generation and firmware; Matter branding alone does not establish every LIFX LAN feature. Basic color control is not arbitrary pixel programming."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a focus-session color timer. Add logging, sensible timeouts and a manual off switch. Your script or Home Assistant automation runs on a computer and sends commands over the LAN."
        }
      ],
      "prompt": "Help me plan a focus-session color timer using LIFX Beam. Read https://www.home-assistant.io/integrations/lifx first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Check LAN support on the exact generation and firmware; Matter branding alone does not establish every LIFX LAN feature. Basic color control is not arbitrary pixel programming. Keep secrets out of public code.",
      "resources": [
        {
          "title": "LIFX",
          "url": "https://www.home-assistant.io/integrations/lifx",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "LIFX Beam projects, compatibility & setup",
        "description": "Use LIFX Beam for a focus-session color timer. The route is Local network light control.",
        "bestFor": "A focus-session color timer.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your script or Home Assistant automation runs on a computer and sends commands over the LAN.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your script or Home Assistant automation runs on a computer and sends commands over the LAN."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The exact LIFX model, a suitable powered fitting or included adapter, Wi-Fi and a computer or Home Assistant host."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Check LAN support on the exact generation and firmware; Matter branding alone does not establish every LIFX LAN feature. Basic color control is not arbitrary pixel programming."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/LIFX-Seamless-Changing-Assistant-Microsoft/dp/B073177QS8",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:11.764Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "LIFX Beam Smart Light Bar 6 Piece Kit (L3BEAMKITUS), Multicolor, 6 Count, 33 Watts"
      },
      "url": "https://atomsforagents.com/devices/lifx-beam/",
      "markdownUrl": "https://atomsforagents.com/devices/lifx-beam.md"
    },
    {
      "slug": "nanoleaf-shapes",
      "name": "Nanoleaf Shapes Hexagons starter kit",
      "model": "Shapes Hexagons, 7-panel Smarter Kit",
      "maker": "Nanoleaf",
      "category": "lights",
      "number": "21",
      "image": "/images/nanoleaf-shapes.webp",
      "imageAlt": "Product photo of Shapes Hexagons, 7-panel Smarter Kit",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Nanoleaf-Shapes-Hexagons-Smarter-Panels/dp/B08N62R79Z",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A wall display for focus and break time.",
      "summary": "Use Nanoleaf Shapes Hexagons starter kit for a wall display for focus and break time. The route is Nanoleaf controller + local integration.",
      "route": "Nanoleaf controller + local integration",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Nanoleaf-Shapes-Hexagons-Smarter-Panels/dp/B08N62R79Z",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Shapes Hexagons, 7-panel Smarter Kit. Check seller, bundle contents and return policy before ordering.",
      "description": "Nanoleaf Shapes Hexagons starter kit gives your software a physical output. Home Assistant or your computer sends commands to the lighting controller. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A wall display for focus and break time",
        "An ambient scene triggered by your calendar"
      ],
      "needs": [
        "A full Smarter Kit with controller and power supply, Wi-Fi and a Home Assistant host.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Shapes and Lines are supported by this integration; Essentials use a different route. Panels require simple physical connection and mounting, not soldering. Color transitions have integration-specific limits.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. A full Smarter Kit with controller and power supply, Wi-Fi and a Home Assistant host."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Shapes and Lines are supported by this integration; Essentials use a different route. Panels require simple physical connection and mounting, not soldering. Color transitions have integration-specific limits."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a wall display for focus and break time. Add logging, sensible timeouts and a manual off switch. Home Assistant or your computer sends commands to the lighting controller."
        }
      ],
      "prompt": "Help me plan a wall display for focus and break time using Shapes Hexagons, 7-panel Smarter Kit. Read https://www.home-assistant.io/integrations/nanoleaf first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Shapes and Lines are supported by this integration; Essentials use a different route. Panels require simple physical connection and mounting, not soldering. Color transitions have integration-specific limits. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Nanoleaf",
          "url": "https://www.home-assistant.io/integrations/nanoleaf",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Nanoleaf Shapes Hexagons starter kit projects, compatibility & setup",
        "description": "Use Nanoleaf Shapes Hexagons starter kit for a wall display for focus and break time. The route is Nanoleaf controller + local integration.",
        "bestFor": "A wall display for focus and break time.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Home Assistant or your computer sends commands to the lighting controller.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Home Assistant or your computer sends commands to the lighting controller."
          },
          {
            "question": "What do I need before starting?",
            "answer": "A full Smarter Kit with controller and power supply, Wi-Fi and a Home Assistant host."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Shapes and Lines are supported by this integration; Essentials use a different route. Panels require simple physical connection and mounting, not soldering. Color transitions have integration-specific limits."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Nanoleaf-Shapes-Hexagons-Smarter-Panels/dp/B08N62R79Z",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:16.075Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Nanoleaf Shapes Hexagon Lights, Smart RGBW LED Wall Light Panels, 7PK"
      },
      "url": "https://atomsforagents.com/devices/nanoleaf-shapes/",
      "markdownUrl": "https://atomsforagents.com/devices/nanoleaf-shapes.md"
    },
    {
      "slug": "twinkly-strings",
      "name": "Twinkly Strings 250 RGB",
      "model": "Twinkly Strings 250 RGB",
      "maker": "Twinkly",
      "category": "lights",
      "number": "22",
      "image": "/images/twinkly-strings.webp",
      "imageAlt": "Product photo of Twinkly Strings 250 RGB",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Twinkly-App-Controlled-Mappable-Christmas-Compatible/dp/B086XJ17XV",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A weather-dependent window light scene.",
      "summary": "Use Twinkly Strings 250 RGB for a weather-dependent window light scene. The route is Local lighting integration.",
      "route": "Local lighting integration",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Twinkly-App-Controlled-Mappable-Christmas-Compatible/dp/B086XJ17XV",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Twinkly Strings 250 RGB. Check seller, bundle contents and return policy before ordering.",
      "description": "Twinkly Strings 250 RGB gives your software a physical output. Your automation runs on Home Assistant; saved effects live on the Twinkly controller. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A weather-dependent window light scene",
        "A scheduled celebration using a saved effect"
      ],
      "needs": [
        "The full string-light set and controller, Wi-Fi, the Twinkly app and Home Assistant.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Upload effects through the Twinkly app first. This integration does not provide music mode or real-time individual LED streaming; it controls saved effects, brightness and static color.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The full string-light set and controller, Wi-Fi, the Twinkly app and Home Assistant."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Upload effects through the Twinkly app first. This integration does not provide music mode or real-time individual LED streaming; it controls saved effects, brightness and static color."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a weather-dependent window light scene. Add logging, sensible timeouts and a manual off switch. Your automation runs on Home Assistant; saved effects live on the Twinkly controller."
        }
      ],
      "prompt": "Help me plan a weather-dependent window light scene using Twinkly Strings 250 RGB. Read https://www.home-assistant.io/integrations/twinkly first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Upload effects through the Twinkly app first. This integration does not provide music mode or real-time individual LED streaming; it controls saved effects, brightness and static color. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Twinkly",
          "url": "https://www.home-assistant.io/integrations/twinkly",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Twinkly Strings 250 RGB projects, compatibility & setup",
        "description": "Use Twinkly Strings 250 RGB for a weather-dependent window light scene. The route is Local lighting integration.",
        "bestFor": "A weather-dependent window light scene.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your automation runs on Home Assistant; saved effects live on the Twinkly controller.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your automation runs on Home Assistant; saved effects live on the Twinkly controller."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The full string-light set and controller, Wi-Fi, the Twinkly app and Home Assistant."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Upload effects through the Twinkly app first. This integration does not provide music mode or real-time individual LED streaming; it controls saved effects, brightness and static color."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Twinkly-App-Controlled-Mappable-Christmas-Compatible/dp/B086XJ17XV",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:19.648Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Twinkly Strings 250 RGB LED String Lights Indoor Outdoor, 66.5ft"
      },
      "url": "https://atomsforagents.com/devices/twinkly-strings/",
      "markdownUrl": "https://atomsforagents.com/devices/twinkly-strings.md"
    },
    {
      "slug": "stream-deck-mini",
      "name": "Elgato Stream Deck Mini",
      "model": "Elgato Stream Deck Mini",
      "maker": "Elgato",
      "category": "buttons-controls",
      "number": "23",
      "image": "/images/stream-deck-mini.webp",
      "imageAlt": "Product photo of Elgato Stream Deck Mini",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Elgato-Customizable-Compatible-Multi-action-sequencing/dp/B07DYRS1WH",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A one-press script launcher with status feedback.",
      "summary": "Use Elgato Stream Deck Mini for a one-press script launcher with status feedback. The route is Stream Deck SDK + plugins.",
      "route": "Stream Deck SDK + plugins",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Elgato-Customizable-Compatible-Multi-action-sequencing/dp/B07DYRS1WH",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Elgato Stream Deck Mini. Check seller, bundle contents and return policy before ordering.",
      "description": "Elgato Stream Deck Mini gives your software a physical output. The plugin runs in the Stream Deck application on your Windows or macOS computer. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A one-press script launcher with status feedback",
        "A physical control for a personal workflow"
      ],
      "needs": [
        "The selected Stream Deck, a USB connection, Stream Deck software and the SDK development tools.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The selected Stream Deck, a USB connection, Stream Deck software and the SDK development tools."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a one-press script launcher with status feedback. Add logging, sensible timeouts and a manual off switch. The plugin runs in the Stream Deck application on your Windows or macOS computer."
        }
      ],
      "prompt": "Help me plan a one-press script launcher with status feedback using Elgato Stream Deck Mini. Read https://docs.elgato.com/streamdeck/sdk/introduction/getting-started/ first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present. Keep secrets out of public code.",
      "resources": [
        {
          "title": "A smart-home control panel built with AI",
          "url": "https://nijho.lt/post/advent-of-open-source/08-home-assistant-stream-deck-yaml",
          "author": "Bas Nijholt",
          "type": "Build story",
          "summary": "Bas turned a gifted Stream Deck into controls for his lights, temperature, TV, and music, using AI to help build and test the software.",
          "compatibility": "Stream Deck family project, including Plus dial support. Requires a running Home Assistant instance and a USB-connected host; adapt the layout to your model.",
          "match": "family",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested",
          "supportingUrls": [
            "https://github.com/basnijholt/home-assistant-streamdeck-yaml"
          ]
        },
        {
          "title": "Build a Stream Deck plugin",
          "url": "https://docs.elgato.com/streamdeck/sdk/introduction/getting-started/",
          "author": "Elgato",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Elgato Stream Deck Mini projects, compatibility & setup",
        "description": "Use Elgato Stream Deck Mini for a one-press script launcher with status feedback. The route is Stream Deck SDK + plugins.",
        "bestFor": "A one-press script launcher with status feedback.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "The plugin runs in the Stream Deck application on your Windows or macOS computer.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "The plugin runs in the Stream Deck application on your Windows or macOS computer."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The selected Stream Deck, a USB connection, Stream Deck software and the SDK development tools."
          },
          {
            "question": "What should I check before buying?",
            "answer": "This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Elgato-Customizable-Compatible-Multi-action-sequencing/dp/B07DYRS1WH",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:23.236Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Elgato Stream Deck Mini, 6 Customizable LCD Macro Keys"
      },
      "codingUse": {
        "summary": "Six LCD keys for a small set of repeatable actions: open your editor, bring up a terminal, or trigger a dictation shortcut.",
        "needs": "A compatible computer and Stream Deck software. Configure shortcuts for the editor or dictation app you actually use.",
        "caveat": "A suggested shortcut setup, not a native Cursor or Claude integration. Test focus, permissions, and shortcuts before relying on it.",
        "sections": [
          {
            "title": "Automate the shortcut, not your judgment",
            "paragraphs": [
              "A button is useful when you already know which action you repeat. Opening the editor, showing a terminal, or starting dictation are sensible first candidates. A shortcut deck does not make the agent more capable; it makes a familiar action easier to reach.",
              "Elgato documents a foot-pedal workflow in which a shortcut triggers dictation, which inserts text at the cursor. That is an input workflow, not evidence that AI wrote the pedal’s software."
            ]
          },
          {
            "title": "Start with three actions",
            "paragraphs": [
              "Suggested layout: one button opens or focuses your coding environment; a second triggers your dictation shortcut; a third brings up your test runner or terminal. Configure and test each action separately rather than chaining them into one macro.",
              "Stream Deck Mini has six LCD keys; MK.2 has fifteen. The Pedal trades on-screen labels for three footswitches. Use a keyboard shortcut first to decide whether dedicated hardware is worth the desk or floor space."
            ]
          },
          {
            "title": "Configure for your app, not a generic recipe",
            "paragraphs": [
              "Install the supported Stream Deck software and follow Elgato’s hotkey instructions. Choose the actual shortcut from your editor or dictation app; operating systems, keymaps, and app versions differ. Confirm any accessibility or microphone permissions your setup needs.",
              "Test a press, a hold, and a release in a harmless text document. Some dictation tools toggle listening; others require a held key. Check what happens when you switch windows or reconnect the device. Do not assume one tap means “start” and the next means “stop.”"
            ]
          },
          {
            "title": "Leave consequential actions on screen",
            "paragraphs": [
              "Do not turn an easily bumped pedal into “approve everything,” a production deployment, or an unchecked shell command. Leave code review and permission prompts visible. If you later automate local tests, make the working directory and command explicit and keep failure output visible.",
              "For a quieter desk, a display is another option: the community Clauddy project uses a MiniToo to show agent status. It requires its own host setup and reverse-engineered software; it is not an official ready-made Claude integration."
            ]
          }
        ],
        "sources": [
          {
            "title": "Elgato: foot pedals for AI prompting",
            "url": "https://www.elgato.com/eu/en/explorer/products/stream-deck/foot-pedals-for-ai-prompting/"
          },
          {
            "title": "Elgato: setting up Stream Deck hotkeys",
            "url": "https://www.elgato.com/eu/en/explorer/products/stream-deck/how-to-set-up-stream-deck-hotkeys/"
          },
          {
            "title": "Stream Deck plugin-development requirements",
            "url": "https://docs.elgato.com/streamdeck/sdk/introduction/getting-started/"
          },
          {
            "title": "Clauddy / Divoom MiniToo community source",
            "url": "https://github.com/bugzmanov/divoom-minitoo"
          }
        ]
      },
      "url": "https://atomsforagents.com/devices/stream-deck-mini/",
      "markdownUrl": "https://atomsforagents.com/devices/stream-deck-mini.md"
    },
    {
      "slug": "stream-deck-xl",
      "name": "Elgato Stream Deck XL",
      "model": "Elgato Stream Deck XL",
      "maker": "Elgato",
      "category": "buttons-controls",
      "number": "24",
      "image": "/images/stream-deck-xl.webp",
      "imageAlt": "Product photo of Elgato Stream Deck XL",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Elgato-Stream-Deck-XL-customizable/dp/B07RL8H55Z",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A one-press script launcher with status feedback.",
      "summary": "Use Elgato Stream Deck XL for a one-press script launcher with status feedback. The route is Stream Deck SDK + plugins.",
      "route": "Stream Deck SDK + plugins",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Elgato-Stream-Deck-XL-customizable/dp/B07RL8H55Z",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Elgato Stream Deck XL. Check seller, bundle contents and return policy before ordering.",
      "description": "Elgato Stream Deck XL gives your software a physical output. The plugin runs in the Stream Deck application on your Windows or macOS computer. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A one-press script launcher with status feedback",
        "A physical control for a personal workflow"
      ],
      "needs": [
        "The selected Stream Deck, a USB connection, Stream Deck software and the SDK development tools.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The selected Stream Deck, a USB connection, Stream Deck software and the SDK development tools."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a one-press script launcher with status feedback. Add logging, sensible timeouts and a manual off switch. The plugin runs in the Stream Deck application on your Windows or macOS computer."
        }
      ],
      "prompt": "Help me plan a one-press script launcher with status feedback using Elgato Stream Deck XL. Read https://docs.elgato.com/streamdeck/sdk/introduction/getting-started/ first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present. Keep secrets out of public code.",
      "resources": [
        {
          "title": "A smart-home control panel built with AI",
          "url": "https://nijho.lt/post/advent-of-open-source/08-home-assistant-stream-deck-yaml",
          "author": "Bas Nijholt",
          "type": "Build story",
          "summary": "Bas turned a gifted Stream Deck into controls for his lights, temperature, TV, and music, using AI to help build and test the software.",
          "compatibility": "Stream Deck family project, including Plus dial support. Requires a running Home Assistant instance and a USB-connected host; adapt the layout to your model.",
          "match": "family",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested",
          "supportingUrls": [
            "https://github.com/basnijholt/home-assistant-streamdeck-yaml"
          ]
        },
        {
          "title": "Build a Stream Deck plugin",
          "url": "https://docs.elgato.com/streamdeck/sdk/introduction/getting-started/",
          "author": "Elgato",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Elgato Stream Deck XL projects, compatibility & setup",
        "description": "Use Elgato Stream Deck XL for a one-press script launcher with status feedback. The route is Stream Deck SDK + plugins.",
        "bestFor": "A one-press script launcher with status feedback.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "The plugin runs in the Stream Deck application on your Windows or macOS computer.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "The plugin runs in the Stream Deck application on your Windows or macOS computer."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The selected Stream Deck, a USB connection, Stream Deck software and the SDK development tools."
          },
          {
            "question": "What should I check before buying?",
            "answer": "This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Elgato-Stream-Deck-XL-customizable/dp/B07RL8H55Z",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:27.061Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Elgato Stream Deck XL Advanced Studio Controller, 32 Keys"
      },
      "url": "https://atomsforagents.com/devices/stream-deck-xl/",
      "markdownUrl": "https://atomsforagents.com/devices/stream-deck-xl.md"
    },
    {
      "slug": "stream-deck-plus",
      "name": "Elgato Stream Deck Plus",
      "model": "Elgato Stream Deck Plus",
      "maker": "Elgato",
      "category": "buttons-controls",
      "number": "25",
      "image": "/images/stream-deck-plus.webp",
      "imageAlt": "Product photo of Elgato Stream Deck Plus",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Elgato-Production-Controller-Streaming-Customizable/dp/B0BJL8SJ59",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A one-press script launcher with status feedback.",
      "summary": "Use Elgato Stream Deck Plus for a one-press script launcher with status feedback. The route is Stream Deck SDK + plugins.",
      "route": "Stream Deck SDK + plugins",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Elgato-Production-Controller-Streaming-Customizable/dp/B0BJL8SJ59",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Elgato Stream Deck Plus. Check seller, bundle contents and return policy before ordering.",
      "description": "Elgato Stream Deck Plus gives your software a physical output. The plugin runs in the Stream Deck application on your Windows or macOS computer. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A one-press script launcher with status feedback",
        "A physical control for a personal workflow"
      ],
      "needs": [
        "The selected Stream Deck, a USB connection, Stream Deck software and the SDK development tools.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The selected Stream Deck, a USB connection, Stream Deck software and the SDK development tools."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a one-press script launcher with status feedback. Add logging, sensible timeouts and a manual off switch. The plugin runs in the Stream Deck application on your Windows or macOS computer."
        }
      ],
      "prompt": "Help me plan a one-press script launcher with status feedback using Elgato Stream Deck Plus. Read https://docs.elgato.com/streamdeck/sdk/introduction/getting-started/ first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present. Keep secrets out of public code.",
      "resources": [
        {
          "title": "A smart-home control panel built with AI",
          "url": "https://nijho.lt/post/advent-of-open-source/08-home-assistant-stream-deck-yaml",
          "author": "Bas Nijholt",
          "type": "Build story",
          "summary": "Bas turned a gifted Stream Deck into controls for his lights, temperature, TV, and music, using AI to help build and test the software.",
          "compatibility": "Stream Deck family project, including Plus dial support. Requires a running Home Assistant instance and a USB-connected host; adapt the layout to your model.",
          "match": "family",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested",
          "supportingUrls": [
            "https://github.com/basnijholt/home-assistant-streamdeck-yaml"
          ]
        },
        {
          "title": "Build a Stream Deck plugin",
          "url": "https://docs.elgato.com/streamdeck/sdk/introduction/getting-started/",
          "author": "Elgato",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Elgato Stream Deck Plus projects, compatibility & setup",
        "description": "Use Elgato Stream Deck Plus for a one-press script launcher with status feedback. The route is Stream Deck SDK + plugins.",
        "bestFor": "A one-press script launcher with status feedback.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "The plugin runs in the Stream Deck application on your Windows or macOS computer.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "The plugin runs in the Stream Deck application on your Windows or macOS computer."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The selected Stream Deck, a USB connection, Stream Deck software and the SDK development tools."
          },
          {
            "question": "What should I check before buying?",
            "answer": "This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Elgato-Production-Controller-Streaming-Customizable/dp/B0BJL8SJ59",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:30.877Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Elgato Stream Deck +, Audio Mixer and Studio Controller"
      },
      "url": "https://atomsforagents.com/devices/stream-deck-plus/",
      "markdownUrl": "https://atomsforagents.com/devices/stream-deck-plus.md"
    },
    {
      "slug": "stream-deck-pedal",
      "name": "Elgato Stream Deck Pedal",
      "model": "Elgato Stream Deck Pedal",
      "maker": "Elgato",
      "category": "buttons-controls",
      "number": "26",
      "image": "/images/stream-deck-pedal.webp",
      "imageAlt": "Product photo of Elgato Stream Deck Pedal",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Elgato-Hands-Free-Footswitches-hands-free-Interchangeable/dp/B09PRMCTGB",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A one-press script launcher with status feedback.",
      "summary": "Use Elgato Stream Deck Pedal for a one-press script launcher with status feedback. The route is Stream Deck SDK + plugins.",
      "route": "Stream Deck SDK + plugins",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Elgato-Hands-Free-Footswitches-hands-free-Interchangeable/dp/B09PRMCTGB",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Elgato Stream Deck Pedal. Check seller, bundle contents and return policy before ordering.",
      "description": "Elgato Stream Deck Pedal gives your software a physical output. The plugin runs in the Stream Deck application on your Windows or macOS computer. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A one-press script launcher with status feedback",
        "A physical control for a personal workflow"
      ],
      "needs": [
        "The selected Stream Deck, a USB connection, Stream Deck software and the SDK development tools.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The selected Stream Deck, a USB connection, Stream Deck software and the SDK development tools."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a one-press script launcher with status feedback. Add logging, sensible timeouts and a manual off switch. The plugin runs in the Stream Deck application on your Windows or macOS computer."
        }
      ],
      "prompt": "Help me plan a one-press script launcher with status feedback using Elgato Stream Deck Pedal. Read https://docs.elgato.com/streamdeck/sdk/introduction/getting-started/ first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Build a Stream Deck plugin",
          "url": "https://docs.elgato.com/streamdeck/sdk/introduction/getting-started/",
          "author": "Elgato",
          "type": "Documentation",
          "featured": false
        },
        {
          "title": "Foot pedals for AI voice prompting",
          "url": "https://www.elgato.com/eu/en/explorer/products/stream-deck/foot-pedals-for-ai-prompting/",
          "author": "Elgato",
          "type": "Manufacturer workflow guide",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Elgato Stream Deck Pedal projects, compatibility & setup",
        "description": "Use Elgato Stream Deck Pedal for a one-press script launcher with status feedback. The route is Stream Deck SDK + plugins.",
        "bestFor": "A one-press script launcher with status feedback.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "The plugin runs in the Stream Deck application on your Windows or macOS computer.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "The plugin runs in the Stream Deck application on your Windows or macOS computer."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The selected Stream Deck, a USB connection, Stream Deck software and the SDK development tools."
          },
          {
            "question": "What should I check before buying?",
            "answer": "This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Elgato-Hands-Free-Footswitches-hands-free-Interchangeable/dp/B09PRMCTGB",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:34.606Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Elgato Stream Deck Pedal, 3 Hands-Free Macro Footswitches"
      },
      "codingUse": {
        "summary": "Three footswitches for dictation or other shortcuts while your hands stay on the keyboard. Elgato documents AI voice-prompting workflows.",
        "needs": "A compatible Windows or Mac computer, Stream Deck software, a microphone, and a dictation app with a usable shortcut.",
        "caveat": "Hold-to-talk and toggle-to-talk are different. Check key-down/key-up behavior with your specific app; the pedal itself does not transcribe speech.",
        "sections": [
          {
            "title": "Automate the shortcut, not your judgment",
            "paragraphs": [
              "A button is useful when you already know which action you repeat. Opening the editor, showing a terminal, or starting dictation are sensible first candidates. A shortcut deck does not make the agent more capable; it makes a familiar action easier to reach.",
              "Elgato documents a foot-pedal workflow in which a shortcut triggers dictation, which inserts text at the cursor. That is an input workflow, not evidence that AI wrote the pedal’s software."
            ]
          },
          {
            "title": "Start with three actions",
            "paragraphs": [
              "Suggested layout: one button opens or focuses your coding environment; a second triggers your dictation shortcut; a third brings up your test runner or terminal. Configure and test each action separately rather than chaining them into one macro.",
              "Stream Deck Mini has six LCD keys; MK.2 has fifteen. The Pedal trades on-screen labels for three footswitches. Use a keyboard shortcut first to decide whether dedicated hardware is worth the desk or floor space."
            ]
          },
          {
            "title": "Configure for your app, not a generic recipe",
            "paragraphs": [
              "Install the supported Stream Deck software and follow Elgato’s hotkey instructions. Choose the actual shortcut from your editor or dictation app; operating systems, keymaps, and app versions differ. Confirm any accessibility or microphone permissions your setup needs.",
              "Test a press, a hold, and a release in a harmless text document. Some dictation tools toggle listening; others require a held key. Check what happens when you switch windows or reconnect the device. Do not assume one tap means “start” and the next means “stop.”"
            ]
          },
          {
            "title": "Leave consequential actions on screen",
            "paragraphs": [
              "Do not turn an easily bumped pedal into “approve everything,” a production deployment, or an unchecked shell command. Leave code review and permission prompts visible. If you later automate local tests, make the working directory and command explicit and keep failure output visible.",
              "For a quieter desk, a display is another option: the community Clauddy project uses a MiniToo to show agent status. It requires its own host setup and reverse-engineered software; it is not an official ready-made Claude integration."
            ]
          }
        ],
        "sources": [
          {
            "title": "Elgato: foot pedals for AI prompting",
            "url": "https://www.elgato.com/eu/en/explorer/products/stream-deck/foot-pedals-for-ai-prompting/"
          },
          {
            "title": "Elgato: setting up Stream Deck hotkeys",
            "url": "https://www.elgato.com/eu/en/explorer/products/stream-deck/how-to-set-up-stream-deck-hotkeys/"
          },
          {
            "title": "Stream Deck plugin-development requirements",
            "url": "https://docs.elgato.com/streamdeck/sdk/introduction/getting-started/"
          },
          {
            "title": "Clauddy / Divoom MiniToo community source",
            "url": "https://github.com/bugzmanov/divoom-minitoo"
          }
        ]
      },
      "url": "https://atomsforagents.com/devices/stream-deck-pedal/",
      "markdownUrl": "https://atomsforagents.com/devices/stream-deck-pedal.md"
    },
    {
      "slug": "sonoff-snzb-01p",
      "name": "SONOFF SNZB-01P",
      "model": "SONOFF SNZB-01P",
      "maker": "SONOFF",
      "category": "buttons-controls",
      "number": "27",
      "image": "/images/sonoff-snzb-01p.webp",
      "imageAlt": "Product photo of SONOFF SNZB-01P",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/SONOFF-SNZB-01P-Wireless-Supports-Connected/dp/B0CL9JTMWF",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A button that starts a focus routine.",
      "summary": "Use SONOFF SNZB-01P for a button that starts a focus routine. The route is Zigbee button events.",
      "route": "Zigbee button events",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/SONOFF-SNZB-01P-Wireless-Supports-Connected/dp/B0CL9JTMWF",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: SONOFF SNZB-01P. Check seller, bundle contents and return policy before ordering.",
      "description": "SONOFF SNZB-01P gives your software a physical output. Your automation runs on Home Assistant or another compatible Zigbee controller. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A button that starts a focus routine",
        "A physical trigger for a local notification"
      ],
      "needs": [
        "SNZB-01P, battery, a compatible Zigbee coordinator and Zigbee2MQTT or another supported host.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "A laptop alone cannot receive Zigbee. The button does not host your software; the hub translates supported press events into actions.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. SNZB-01P, battery, a compatible Zigbee coordinator and Zigbee2MQTT or another supported host."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. A laptop alone cannot receive Zigbee. The button does not host your software; the hub translates supported press events into actions."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a button that starts a focus routine. Add logging, sensible timeouts and a manual off switch. Your automation runs on Home Assistant or another compatible Zigbee controller."
        }
      ],
      "prompt": "Help me plan a button that starts a focus routine using SONOFF SNZB-01P. Read https://www.zigbee2mqtt.io/devices/SNZB-01P.html first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. A laptop alone cannot receive Zigbee. The button does not host your software; the hub translates supported press events into actions. Keep secrets out of public code.",
      "resources": [
        {
          "title": "SNZB-01P pairing and actions",
          "url": "https://www.zigbee2mqtt.io/devices/SNZB-01P.html",
          "author": "Zigbee2MQTT",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "SONOFF SNZB-01P projects, compatibility & setup",
        "description": "Use SONOFF SNZB-01P for a button that starts a focus routine. The route is Zigbee button events.",
        "bestFor": "A button that starts a focus routine.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your automation runs on Home Assistant or another compatible Zigbee controller.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your automation runs on Home Assistant or another compatible Zigbee controller."
          },
          {
            "question": "What do I need before starting?",
            "answer": "SNZB-01P, battery, a compatible Zigbee coordinator and Zigbee2MQTT or another supported host."
          },
          {
            "question": "What should I check before buying?",
            "answer": "A laptop alone cannot receive Zigbee. The button does not host your software; the hub translates supported press events into actions."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/SONOFF-SNZB-01P-Wireless-Supports-Connected/dp/B0CL9JTMWF",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:37.922Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "SONOFF Zigbee Switch, SNZB-01P Wireless Push Button, Supports to Create Smart Scenes, Trigger the Connected Devices on eWelink APP with Three Control Options, SONOFF ZigBee Bridge Required, 1Pack"
      },
      "url": "https://atomsforagents.com/devices/sonoff-snzb-01p/",
      "markdownUrl": "https://atomsforagents.com/devices/sonoff-snzb-01p.md"
    },
    {
      "slug": "aqara-mini-switch",
      "name": "Aqara Wireless Mini Switch",
      "model": "Aqara Wireless Mini Switch",
      "maker": "Aqara",
      "category": "buttons-controls",
      "number": "28",
      "image": "/images/aqara-mini-switch.webp",
      "imageAlt": "Product photo of Aqara Wireless Mini Switch",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Aqara-WXKG11LM-Switch-Wireless-Remote/dp/B07D19YXND",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A bedside good-night shortcut.",
      "summary": "Use Aqara Wireless Mini Switch for a bedside good-night shortcut. The route is Zigbee button events.",
      "route": "Zigbee button events",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Aqara-WXKG11LM-Switch-Wireless-Remote/dp/B07D19YXND",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Aqara Wireless Mini Switch. Check seller, bundle contents and return policy before ordering.",
      "description": "Aqara Wireless Mini Switch gives your software a physical output. Automation logic runs on the hub or home server. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A bedside good-night shortcut",
        "A desk button for a custom script"
      ],
      "needs": [
        "A compatible Aqara Mini Switch revision, battery, Zigbee coordinator and automation host.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Verify the exact model on the underside; similarly named Aqara buttons have different revisions. WXKG11LM documentation is not a promise about every regional version.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. A compatible Aqara Mini Switch revision, battery, Zigbee coordinator and automation host."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Verify the exact model on the underside; similarly named Aqara buttons have different revisions. WXKG11LM documentation is not a promise about every regional version."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a bedside good-night shortcut. Add logging, sensible timeouts and a manual off switch. Automation logic runs on the hub or home server."
        }
      ],
      "prompt": "Help me plan a bedside good-night shortcut using Aqara Wireless Mini Switch. Read https://www.zigbee2mqtt.io/devices/WXKG11LM.html first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Verify the exact model on the underside; similarly named Aqara buttons have different revisions. WXKG11LM documentation is not a promise about every regional version. Keep secrets out of public code.",
      "resources": [
        {
          "title": "WXKG11LM supported actions",
          "url": "https://www.zigbee2mqtt.io/devices/WXKG11LM.html",
          "author": "Zigbee2MQTT",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Aqara Wireless Mini Switch projects, compatibility & setup",
        "description": "Use Aqara Wireless Mini Switch for a bedside good-night shortcut. The route is Zigbee button events.",
        "bestFor": "A bedside good-night shortcut.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Automation logic runs on the hub or home server.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Automation logic runs on the hub or home server."
          },
          {
            "question": "What do I need before starting?",
            "answer": "A compatible Aqara Mini Switch revision, battery, Zigbee coordinator and automation host."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Verify the exact model on the underside; similarly named Aqara buttons have different revisions. WXKG11LM documentation is not a promise about every regional version."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Aqara-WXKG11LM-Switch-Wireless-Remote/dp/B07D19YXND",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:41.493Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Aqara Zigbee Wireless Mini Switch, Zigbee Button Works with HomeKit Alexa"
      },
      "url": "https://atomsforagents.com/devices/aqara-mini-switch/",
      "markdownUrl": "https://atomsforagents.com/devices/aqara-mini-switch.md"
    },
    {
      "slug": "8bitdo-micro",
      "name": "8BitDo Micro",
      "model": "8BitDo Micro",
      "maker": "8BitDo",
      "category": "buttons-controls",
      "number": "29",
      "image": "/images/8bitdo-micro.webp",
      "imageAlt": "Product photo of 8BitDo Micro",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/8Bitdo-Micro-Bluetooth-Pocket-sized-Controller-Switch-Raspberry-Nintendo/dp/B0CDG5HCCH",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A pocket controller for your own app.",
      "summary": "Use 8BitDo Micro for a pocket controller for your own app. The route is Bluetooth keyboard shortcuts.",
      "route": "Bluetooth keyboard shortcuts",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/8Bitdo-Micro-Bluetooth-Pocket-sized-Controller-Switch-Raspberry-Nintendo/dp/B0CDG5HCCH",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: 8BitDo Micro. Check seller, bundle contents and return policy before ordering.",
      "description": "8BitDo Micro gives your software a physical output. Your computer handles keyboard events and runs the associated shortcut or script. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A pocket controller for your own app",
        "A presentation or reading shortcut pad"
      ],
      "needs": [
        "8BitDo Micro, Bluetooth computer and the supported mobile configuration app.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Use keyboard mode, not gamepad mode. Configure mappings in the supported app; the controller does not run arbitrary code itself. Avoid mapping destructive actions without confirmation.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. 8BitDo Micro, Bluetooth computer and the supported mobile configuration app."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Use keyboard mode, not gamepad mode. Configure mappings in the supported app; the controller does not run arbitrary code itself. Avoid mapping destructive actions without confirmation."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a pocket controller for your own app. Add logging, sensible timeouts and a manual off switch. Your computer handles keyboard events and runs the associated shortcut or script."
        }
      ],
      "prompt": "Help me plan a pocket controller for your own app using 8BitDo Micro. Read https://support.8bitdo.com/faq/micro.html first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Use keyboard mode, not gamepad mode. Configure mappings in the supported app; the controller does not run arbitrary code itself. Avoid mapping destructive actions without confirmation. Keep secrets out of public code.",
      "resources": [
        {
          "title": "8BitDo Micro controller for digital art shortcuts on the go",
          "url": "https://drawyourweapon.com/8bitdo-micro-digital-art-shortcut-remote/",
          "author": "Eyekoo · Draw Your Weapon",
          "type": "Creator walkthrough",
          "summary": "An illustrator turns a pocket gamepad into a one-handed art remote, with brush, layer, undo, and color shortcuts for Procreate and Magma.",
          "compatibility": "Exact Micro model. Uses keyboard mode and the Ultimate Software mobile app, not custom firmware. Some shortcut combinations are unavailable; switching profiles is manual.",
          "match": "exact",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested"
        },
        {
          "title": "Micro keyboard-mode FAQ",
          "url": "https://support.8bitdo.com/faq/micro.html",
          "author": "8BitDo",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "8BitDo Micro projects, compatibility & setup",
        "description": "Use 8BitDo Micro for a pocket controller for your own app. The route is Bluetooth keyboard shortcuts.",
        "bestFor": "A pocket controller for your own app.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your computer handles keyboard events and runs the associated shortcut or script.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your computer handles keyboard events and runs the associated shortcut or script."
          },
          {
            "question": "What do I need before starting?",
            "answer": "8BitDo Micro, Bluetooth computer and the supported mobile configuration app."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Use keyboard mode, not gamepad mode. Configure mappings in the supported app; the controller does not run arbitrary code itself. Avoid mapping destructive actions without confirmation."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/8Bitdo-Micro-Bluetooth-Pocket-sized-Controller-Switch-Raspberry-Nintendo/dp/B0CDG5HCCH",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:44.871Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "8Bitdo Micro Bluetooth Gamepad Pocket-sized Mini Controller for Switch/Switch 2, Android, and Raspberry Pi, Supports Keyboard Mode (Blue)"
      },
      "url": "https://atomsforagents.com/devices/8bitdo-micro/",
      "markdownUrl": "https://atomsforagents.com/devices/8bitdo-micro.md"
    },
    {
      "slug": "sonos-era-100",
      "name": "Sonos Era 100",
      "model": "Sonos Era 100",
      "maker": "Sonos",
      "category": "voice-audio",
      "number": "30",
      "image": "/images/sonos-era-100.webp",
      "imageAlt": "Product photo of Sonos Era 100",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Sonos-Era-100-Wireless-Speaker/dp/B0BW34LCB8",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "An audible morning briefing.",
      "summary": "Use Sonos Era 100 for an audible morning briefing. The route is Sonos network control.",
      "route": "Sonos network control",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Sonos-Era-100-Wireless-Speaker/dp/B0BW34LCB8",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Sonos Era 100. Check seller, bundle contents and return policy before ordering.",
      "description": "Sonos Era 100 gives your software a physical output. Your Home Assistant host sends playback and announcement commands to the speaker. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "An audible morning briefing",
        "A gentle announcement when a household task finishes"
      ],
      "needs": [
        "The named Sonos speaker, Wi-Fi, Sonos app setup and an automation host on a reachable network.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The named Sonos speaker, Wi-Fi, Sonos app setup and an automation host on a reachable network."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with an audible morning briefing. Add logging, sensible timeouts and a manual off switch. Your Home Assistant host sends playback and announcement commands to the speaker."
        }
      ],
      "prompt": "Help me plan an audible morning briefing using Sonos Era 100. Read https://www.home-assistant.io/integrations/sonos first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Sonos",
          "url": "https://www.home-assistant.io/integrations/sonos",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Sonos Era 100 projects, compatibility & setup",
        "description": "Use Sonos Era 100 for an audible morning briefing. The route is Sonos network control.",
        "bestFor": "An audible morning briefing.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your Home Assistant host sends playback and announcement commands to the speaker.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your Home Assistant host sends playback and announcement commands to the speaker."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The named Sonos speaker, Wi-Fi, Sonos app setup and an automation host on a reachable network."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Sonos-Era-100-Wireless-Speaker/dp/B0BW34LCB8",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:48.568Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Sonos Era 100 - Black - Wireless, Alexa Enabled Smart Speaker"
      },
      "url": "https://atomsforagents.com/devices/sonos-era-100/",
      "markdownUrl": "https://atomsforagents.com/devices/sonos-era-100.md"
    },
    {
      "slug": "sonos-era-300",
      "name": "Sonos Era 300",
      "model": "Sonos Era 300",
      "maker": "Sonos",
      "category": "voice-audio",
      "number": "31",
      "image": "/images/sonos-era-300.webp",
      "imageAlt": "Product photo of Sonos Era 300",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Sonos-Era-300-Wireless-Speaker/dp/B0BW2LV57K",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "An audible morning briefing.",
      "summary": "Use Sonos Era 300 for an audible morning briefing. The route is Sonos network control.",
      "route": "Sonos network control",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Sonos-Era-300-Wireless-Speaker/dp/B0BW2LV57K",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Sonos Era 300. Check seller, bundle contents and return policy before ordering.",
      "description": "Sonos Era 300 gives your software a physical output. Your Home Assistant host sends playback and announcement commands to the speaker. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "An audible morning briefing",
        "A gentle announcement when a household task finishes"
      ],
      "needs": [
        "The named Sonos speaker, Wi-Fi, Sonos app setup and an automation host on a reachable network.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The named Sonos speaker, Wi-Fi, Sonos app setup and an automation host on a reachable network."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with an audible morning briefing. Add logging, sensible timeouts and a manual off switch. Your Home Assistant host sends playback and announcement commands to the speaker."
        }
      ],
      "prompt": "Help me plan an audible morning briefing using Sonos Era 300. Read https://www.home-assistant.io/integrations/sonos first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Sonos",
          "url": "https://www.home-assistant.io/integrations/sonos",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Sonos Era 300 projects, compatibility & setup",
        "description": "Use Sonos Era 300 for an audible morning briefing. The route is Sonos network control.",
        "bestFor": "An audible morning briefing.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your Home Assistant host sends playback and announcement commands to the speaker.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your Home Assistant host sends playback and announcement commands to the speaker."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The named Sonos speaker, Wi-Fi, Sonos app setup and an automation host on a reachable network."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Sonos-Era-300-Wireless-Speaker/dp/B0BW2LV57K",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:52.433Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Sonos Era 300 Wireless Smart Speaker with Dolby Atmos - Black"
      },
      "url": "https://atomsforagents.com/devices/sonos-era-300/",
      "markdownUrl": "https://atomsforagents.com/devices/sonos-era-300.md"
    },
    {
      "slug": "sonos-move-2",
      "name": "Sonos Move 2",
      "model": "Sonos Move 2",
      "maker": "Sonos",
      "category": "voice-audio",
      "number": "32",
      "image": "/images/sonos-move-2.webp",
      "imageAlt": "Product photo of Sonos Move 2",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Sonos-Move-Wireless-Portable-Bluetooth/dp/B0CGGYYK2D?th=1",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "An audible morning briefing.",
      "summary": "Use Sonos Move 2 for an audible morning briefing. The route is Sonos network control.",
      "route": "Sonos network control",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Sonos-Move-Wireless-Portable-Bluetooth/dp/B0CGGYYK2D",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Sonos Move 2. Check seller, bundle contents and return policy before ordering.",
      "description": "Sonos Move 2 gives your software a physical output. Your Home Assistant host sends playback and announcement commands to the speaker. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "An audible morning briefing",
        "A gentle announcement when a household task finishes"
      ],
      "needs": [
        "The named Sonos speaker, Wi-Fi, Sonos app setup and an automation host on a reachable network.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The named Sonos speaker, Wi-Fi, Sonos app setup and an automation host on a reachable network."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with an audible morning briefing. Add logging, sensible timeouts and a manual off switch. Your Home Assistant host sends playback and announcement commands to the speaker."
        }
      ],
      "prompt": "Help me plan an audible morning briefing using Sonos Move 2. Read https://www.home-assistant.io/integrations/sonos first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Sonos",
          "url": "https://www.home-assistant.io/integrations/sonos",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Sonos Move 2 projects, compatibility & setup",
        "description": "Use Sonos Move 2 for an audible morning briefing. The route is Sonos network control.",
        "bestFor": "An audible morning briefing.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your Home Assistant host sends playback and announcement commands to the speaker.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your Home Assistant host sends playback and announcement commands to the speaker."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The named Sonos speaker, Wi-Fi, Sonos app setup and an automation host on a reachable network."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Sonos-Move-Wireless-Portable-Bluetooth/dp/B0CGGYYK2D",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:56.160Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Sonos Move 2 - Black - Wireless Portable Bluetooth Speaker"
      },
      "url": "https://atomsforagents.com/devices/sonos-move-2/",
      "markdownUrl": "https://atomsforagents.com/devices/sonos-move-2.md"
    },
    {
      "slug": "sonos-roam-2",
      "name": "Sonos Roam 2",
      "model": "Sonos Roam 2",
      "maker": "Sonos",
      "category": "voice-audio",
      "number": "33",
      "image": "/images/sonos-roam-2.webp",
      "imageAlt": "Product photo of Sonos Roam 2",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Roam-Portable-Waterproof-Bluetooth-Speaker/dp/B0CY6S748H",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "An audible morning briefing.",
      "summary": "Use Sonos Roam 2 for an audible morning briefing. The route is Sonos network control.",
      "route": "Sonos network control",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Roam-Portable-Waterproof-Bluetooth-Speaker/dp/B0CY6S748H",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Sonos Roam 2. Check seller, bundle contents and return policy before ordering.",
      "description": "Sonos Roam 2 gives your software a physical output. Your Home Assistant host sends playback and announcement commands to the speaker. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "An audible morning briefing",
        "A gentle announcement when a household task finishes"
      ],
      "needs": [
        "The named Sonos speaker, Wi-Fi, Sonos app setup and an automation host on a reachable network.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The named Sonos speaker, Wi-Fi, Sonos app setup and an automation host on a reachable network."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with an audible morning briefing. Add logging, sensible timeouts and a manual off switch. Your Home Assistant host sends playback and announcement commands to the speaker."
        }
      ],
      "prompt": "Help me plan an audible morning briefing using Sonos Roam 2. Read https://www.home-assistant.io/integrations/sonos first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Sonos",
          "url": "https://www.home-assistant.io/integrations/sonos",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Sonos Roam 2 projects, compatibility & setup",
        "description": "Use Sonos Roam 2 for an audible morning briefing. The route is Sonos network control.",
        "bestFor": "An audible morning briefing.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your Home Assistant host sends playback and announcement commands to the speaker.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your Home Assistant host sends playback and announcement commands to the speaker."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The named Sonos speaker, Wi-Fi, Sonos app setup and an automation host on a reachable network."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Use Wi-Fi for network automation, including on portable models. Bluetooth-only use is not this route. Announcements require reachable media URLs and network access; microphone access is not exposed by this integration."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Roam-Portable-Waterproof-Bluetooth-Speaker/dp/B0CY6S748H",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:24:59.739Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Sonos Roam 2 - Black - Portable Waterproof Bluetooth Speaker"
      },
      "url": "https://atomsforagents.com/devices/sonos-roam-2/",
      "markdownUrl": "https://atomsforagents.com/devices/sonos-roam-2.md"
    },
    {
      "slug": "wiim-mini",
      "name": "WiiM Mini",
      "model": "WiiM Mini",
      "maker": "WiiM",
      "category": "voice-audio",
      "number": "34",
      "image": "/images/wiim-mini.webp",
      "imageAlt": "Product photo of WiiM Mini",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/WiiM-Streamer-AirPlay-Hi-Res-Stereo/dp/B09HC5GRKY",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A speaker announcement from your own workflow.",
      "summary": "Use WiiM Mini for a speaker announcement from your own workflow. The route is WiiM / LinkPlay network control.",
      "route": "WiiM / LinkPlay network control",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/WiiM-Streamer-AirPlay-Hi-Res-Stereo/dp/B09HC5GRKY",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: WiiM Mini. Check seller, bundle contents and return policy before ordering.",
      "description": "WiiM Mini gives your software a physical output. Your automation host controls playback; the streamer or amplifier plays audio. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A speaker announcement from your own workflow",
        "A scheduled music or radio routine"
      ],
      "needs": [
        "The selected WiiM, Wi-Fi or Ethernet where supported, WiiM Home setup and appropriate audio equipment.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The selected WiiM, Wi-Fi or Ethernet where supported, WiiM Home setup and appropriate audio equipment."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a speaker announcement from your own workflow. Add logging, sensible timeouts and a manual off switch. Your automation host controls playback; the streamer or amplifier plays audio."
        }
      ],
      "prompt": "Help me plan a speaker announcement from your own workflow using WiiM Mini. Read https://www.home-assistant.io/integrations/wiim first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone. Keep secrets out of public code.",
      "resources": [
        {
          "title": "WiiM",
          "url": "https://www.home-assistant.io/integrations/wiim",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "WiiM Mini projects, compatibility & setup",
        "description": "Use WiiM Mini for a speaker announcement from your own workflow. The route is WiiM / LinkPlay network control.",
        "bestFor": "A speaker announcement from your own workflow.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your automation host controls playback; the streamer or amplifier plays audio.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your automation host controls playback; the streamer or amplifier plays audio."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The selected WiiM, Wi-Fi or Ethernet where supported, WiiM Home setup and appropriate audio equipment."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/WiiM-Streamer-AirPlay-Hi-Res-Stereo/dp/B09HC5GRKY",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:03.666Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "WiiM Mini Wi-Fi Music Streamer, AirPlay 2 & Hi-Res Audio for Your Stereo"
      },
      "url": "https://atomsforagents.com/devices/wiim-mini/",
      "markdownUrl": "https://atomsforagents.com/devices/wiim-mini.md"
    },
    {
      "slug": "wiim-pro",
      "name": "WiiM Pro",
      "model": "WiiM Pro",
      "maker": "WiiM",
      "category": "voice-audio",
      "number": "35",
      "image": "/images/wiim-pro.webp",
      "imageAlt": "Product photo of WiiM Pro",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/WiiM-Streamer-Favorite-Streaming-Whole-Home/dp/B0BJDY6D1W",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A speaker announcement from your own workflow.",
      "summary": "Use WiiM Pro for a speaker announcement from your own workflow. The route is WiiM / LinkPlay network control.",
      "route": "WiiM / LinkPlay network control",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/WiiM-Streamer-Favorite-Streaming-Whole-Home/dp/B0BJDY6D1W",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: WiiM Pro. Check seller, bundle contents and return policy before ordering.",
      "description": "WiiM Pro gives your software a physical output. Your automation host controls playback; the streamer or amplifier plays audio. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A speaker announcement from your own workflow",
        "A scheduled music or radio routine"
      ],
      "needs": [
        "The selected WiiM, Wi-Fi or Ethernet where supported, WiiM Home setup and appropriate audio equipment.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The selected WiiM, Wi-Fi or Ethernet where supported, WiiM Home setup and appropriate audio equipment."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a speaker announcement from your own workflow. Add logging, sensible timeouts and a manual off switch. Your automation host controls playback; the streamer or amplifier plays audio."
        }
      ],
      "prompt": "Help me plan a speaker announcement from your own workflow using WiiM Pro. Read https://www.home-assistant.io/integrations/wiim first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone. Keep secrets out of public code.",
      "resources": [
        {
          "title": "WiiM",
          "url": "https://www.home-assistant.io/integrations/wiim",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "WiiM Pro projects, compatibility & setup",
        "description": "Use WiiM Pro for a speaker announcement from your own workflow. The route is WiiM / LinkPlay network control.",
        "bestFor": "A speaker announcement from your own workflow.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your automation host controls playback; the streamer or amplifier plays audio.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your automation host controls playback; the streamer or amplifier plays audio."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The selected WiiM, Wi-Fi or Ethernet where supported, WiiM Home setup and appropriate audio equipment."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/WiiM-Streamer-Favorite-Streaming-Whole-Home/dp/B0BJDY6D1W",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:06.826Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "WiiM Pro Music Streamer to Upgrade Stereo with AirPlay 2, Spotify Connect"
      },
      "url": "https://atomsforagents.com/devices/wiim-pro/",
      "markdownUrl": "https://atomsforagents.com/devices/wiim-pro.md"
    },
    {
      "slug": "wiim-amp",
      "name": "WiiM Amp",
      "model": "WiiM Amp",
      "maker": "WiiM",
      "category": "voice-audio",
      "number": "36",
      "image": "/images/wiim-amp.webp",
      "imageAlt": "Product photo of WiiM Amp",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/WiiM-Amp-Multiroom-Streaming-Chromecast/dp/B0CGCLXH4H",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A speaker announcement from your own workflow.",
      "summary": "Use WiiM Amp for a speaker announcement from your own workflow. The route is WiiM / LinkPlay network control.",
      "route": "WiiM / LinkPlay network control",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/WiiM-Amp-Multiroom-Streaming-Chromecast/dp/B0CGCLXH4H",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: WiiM Amp. Check seller, bundle contents and return policy before ordering.",
      "description": "WiiM Amp gives your software a physical output. Your automation host controls playback; the streamer or amplifier plays audio. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A speaker announcement from your own workflow",
        "A scheduled music or radio routine"
      ],
      "needs": [
        "The selected WiiM, Wi-Fi or Ethernet where supported, WiiM Home setup and appropriate audio equipment.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The selected WiiM, Wi-Fi or Ethernet where supported, WiiM Home setup and appropriate audio equipment."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a speaker announcement from your own workflow. Add logging, sensible timeouts and a manual off switch. Your automation host controls playback; the streamer or amplifier plays audio."
        }
      ],
      "prompt": "Help me plan a speaker announcement from your own workflow using WiiM Amp. Read https://www.home-assistant.io/integrations/wiim first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone. Keep secrets out of public code.",
      "resources": [
        {
          "title": "WiiM",
          "url": "https://www.home-assistant.io/integrations/wiim",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "WiiM Amp projects, compatibility & setup",
        "description": "Use WiiM Amp for a speaker announcement from your own workflow. The route is WiiM / LinkPlay network control.",
        "bestFor": "A speaker announcement from your own workflow.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your automation host controls playback; the streamer or amplifier plays audio.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your automation host controls playback; the streamer or amplifier plays audio."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The selected WiiM, Wi-Fi or Ethernet where supported, WiiM Home setup and appropriate audio equipment."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/WiiM-Amp-Multiroom-Streaming-Chromecast/dp/B0CGCLXH4H",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:10.185Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "WiiM Amp Streaming Amplifier for Passive Speakers with HDMI ARC, Space Gray"
      },
      "url": "https://atomsforagents.com/devices/wiim-amp/",
      "markdownUrl": "https://atomsforagents.com/devices/wiim-amp.md"
    },
    {
      "slug": "tapo-c210",
      "name": "TP-Link Tapo C210",
      "model": "TP-Link Tapo C210",
      "maker": "TP-Link",
      "category": "cameras-sensors",
      "number": "37",
      "image": "/images/tapo-c210.webp",
      "imageAlt": "Product photo of TP-Link Tapo C210",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/indoor-pet-wifi-camera-tapo/dp/B09Y8TLP25",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A private pet-check camera dashboard.",
      "summary": "Use TP-Link Tapo C210 for a private pet-check camera dashboard. The route is Local RTSP / ONVIF video.",
      "route": "Local RTSP / ONVIF video",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/indoor-pet-wifi-camera-tapo/dp/B09Y8TLP25",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: TP-Link Tapo C210. Check seller, bundle contents and return policy before ordering.",
      "description": "TP-Link Tapo C210 gives your software a physical input. Your computer or NVR consumes the stream and runs any custom vision logic. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A private pet-check camera dashboard",
        "A local timelapse or motion review tool"
      ],
      "needs": [
        "C210, power, Wi-Fi, Tapo app and a separate camera account for third-party streaming.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Keep RTSP and ONVIF on a trusted network or VPN, never open to the public internet. Stream resources are limited and ONVIF Profile S does not provide two-way audio.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. C210, power, Wi-Fi, Tapo app and a separate camera account for third-party streaming."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Keep RTSP and ONVIF on a trusted network or VPN, never open to the public internet. Stream resources are limited and ONVIF Profile S does not provide two-way audio."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a private pet-check camera dashboard. Add logging, sensible timeouts and a manual off switch. Your computer or NVR consumes the stream and runs any custom vision logic."
        }
      ],
      "prompt": "Help me plan a private pet-check camera dashboard using TP-Link Tapo C210. Read https://www.tp-link.com/us/support/faq/2680/ first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Keep RTSP and ONVIF on a trusted network or VPN, never open to the public internet. Stream resources are limited and ONVIF Profile S does not provide two-way audio. Keep secrets out of public code.",
      "resources": [
        {
          "title": "View a Tapo camera using RTSP / ONVIF",
          "url": "https://www.tp-link.com/us/support/faq/2680/",
          "author": "TP-Link",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "TP-Link Tapo C210 projects, compatibility & setup",
        "description": "Use TP-Link Tapo C210 for a private pet-check camera dashboard. The route is Local RTSP / ONVIF video.",
        "bestFor": "A private pet-check camera dashboard.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your computer or NVR consumes the stream and runs any custom vision logic.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your computer or NVR consumes the stream and runs any custom vision logic."
          },
          {
            "question": "What do I need before starting?",
            "answer": "C210, power, Wi-Fi, Tapo app and a separate camera account for third-party streaming."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Keep RTSP and ONVIF on a trusted network or VPN, never open to the public internet. Stream resources are limited and ONVIF Profile S does not provide two-way audio."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/indoor-pet-wifi-camera-tapo/dp/B09Y8TLP25",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:13.926Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Tapo 2K Pan Tilt Security Camera for Baby Monitor, Dog Camera, C210"
      },
      "url": "https://atomsforagents.com/devices/tapo-c210/",
      "markdownUrl": "https://atomsforagents.com/devices/tapo-c210.md"
    },
    {
      "slug": "shelly-ht-gen3",
      "name": "Shelly H&T Gen3",
      "model": "Shelly H&T Gen3",
      "maker": "Shelly",
      "category": "cameras-sensors",
      "number": "38",
      "image": "/images/shelly-ht-gen3.webp",
      "imageAlt": "Product photo of Shelly H&T Gen3",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Shelly-Gen-Bluetooth-Temperature-Mountable/dp/B0CX9G64FW",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A room-temperature history dashboard.",
      "summary": "Use Shelly H&T Gen3 for a room-temperature history dashboard. The route is Shelly local sensor integration.",
      "route": "Shelly local sensor integration",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Shelly-Gen-Bluetooth-Temperature-Mountable/dp/B0CX9G64FW",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Shelly H&T Gen3. Check seller, bundle contents and return policy before ordering.",
      "description": "Shelly H&T Gen3 gives your software a physical input. Your automation runs on Home Assistant or another local host. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A room-temperature history dashboard",
        "A humidity reminder for a plant room"
      ],
      "needs": [
        "H&T Gen3, batteries or appropriate USB power, Wi-Fi and a home automation host.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Battery-powered reporting is not a continuous high-rate data stream. Use the Gen3 instructions, not the separate Shelly BLU H&T route; security and reporting behavior depend on firmware.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. H&T Gen3, batteries or appropriate USB power, Wi-Fi and a home automation host."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Battery-powered reporting is not a continuous high-rate data stream. Use the Gen3 instructions, not the separate Shelly BLU H&T route; security and reporting behavior depend on firmware."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a room-temperature history dashboard. Add logging, sensible timeouts and a manual off switch. Your automation runs on Home Assistant or another local host."
        }
      ],
      "prompt": "Help me plan a room-temperature history dashboard using Shelly H&T Gen3. Read https://www.home-assistant.io/integrations/shelly first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Battery-powered reporting is not a continuous high-rate data stream. Use the Gen3 instructions, not the separate Shelly BLU H&T route; security and reporting behavior depend on firmware. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Shelly",
          "url": "https://www.home-assistant.io/integrations/shelly",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Shelly H&T Gen3 projects, compatibility & setup",
        "description": "Use Shelly H&T Gen3 for a room-temperature history dashboard. The route is Shelly local sensor integration.",
        "bestFor": "A room-temperature history dashboard.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your automation runs on Home Assistant or another local host.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your automation runs on Home Assistant or another local host."
          },
          {
            "question": "What do I need before starting?",
            "answer": "H&T Gen3, batteries or appropriate USB power, Wi-Fi and a home automation host."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Battery-powered reporting is not a continuous high-rate data stream. Use the Gen3 instructions, not the separate Shelly BLU H&T route; security and reporting behavior depend on firmware."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Shelly-Gen-Bluetooth-Temperature-Mountable/dp/B0CX9G64FW",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:17.012Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Shelly H&T Gen3 White Smart Wi-Fi & Bluetooth Temperature & Humidity Sensor"
      },
      "url": "https://atomsforagents.com/devices/shelly-ht-gen3/",
      "markdownUrl": "https://atomsforagents.com/devices/shelly-ht-gen3.md"
    },
    {
      "slug": "switchbot-meter-plus",
      "name": "SwitchBot Meter Plus",
      "model": "SwitchBot Meter Plus",
      "maker": "SwitchBot",
      "category": "cameras-sensors",
      "number": "39",
      "image": "/images/switchbot-meter-plus.webp",
      "imageAlt": "Product photo of SwitchBot Meter Plus",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/SwitchBot-Thermometer-Hygrometer-Temperature-Notification/dp/B09QBR7XJD",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A room-by-room climate chart.",
      "summary": "Use SwitchBot Meter Plus for a room-by-room climate chart. The route is Bluetooth sensor readings.",
      "route": "Bluetooth sensor readings",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/SwitchBot-Thermometer-Hygrometer-Temperature-Notification/dp/B09QBR7XJD",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: SwitchBot Meter Plus. Check seller, bundle contents and return policy before ordering.",
      "description": "SwitchBot Meter Plus gives your software a physical input. Your computer or Home Assistant receives readings over Bluetooth. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A room-by-room climate chart",
        "A high-humidity notification"
      ],
      "needs": [
        "Meter Plus, batteries and a Bluetooth adapter or compatible proxy within range.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Bluetooth range and advertising intervals limit updates. A SwitchBot cloud hub is not required for this local sensor route; do not confuse Meter Plus with another meter revision.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Meter Plus, batteries and a Bluetooth adapter or compatible proxy within range."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Bluetooth range and advertising intervals limit updates. A SwitchBot cloud hub is not required for this local sensor route; do not confuse Meter Plus with another meter revision."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a room-by-room climate chart. Add logging, sensible timeouts and a manual off switch. Your computer or Home Assistant receives readings over Bluetooth."
        }
      ],
      "prompt": "Help me plan a room-by-room climate chart using SwitchBot Meter Plus. Read https://www.home-assistant.io/integrations/switchbot first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Bluetooth range and advertising intervals limit updates. A SwitchBot cloud hub is not required for this local sensor route; do not confuse Meter Plus with another meter revision. Keep secrets out of public code.",
      "resources": [
        {
          "title": "SwitchBot Bluetooth",
          "url": "https://www.home-assistant.io/integrations/switchbot",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "SwitchBot Meter Plus projects, compatibility & setup",
        "description": "Use SwitchBot Meter Plus for a room-by-room climate chart. The route is Bluetooth sensor readings.",
        "bestFor": "A room-by-room climate chart.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your computer or Home Assistant receives readings over Bluetooth.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your computer or Home Assistant receives readings over Bluetooth."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Meter Plus, batteries and a Bluetooth adapter or compatible proxy within range."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Bluetooth range and advertising intervals limit updates. A SwitchBot cloud hub is not required for this local sensor route; do not confuse Meter Plus with another meter revision."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/SwitchBot-Thermometer-Hygrometer-Temperature-Notification/dp/B09QBR7XJD",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:20.844Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "SwitchBot Thermometer Hygrometer, Bluetooth Indoor Humidity Meter for Home, Temperature Sensor with App Control, Large LCD Display, Notification Alerts, 2-Year Data Storage Export"
      },
      "url": "https://atomsforagents.com/devices/switchbot-meter-plus/",
      "markdownUrl": "https://atomsforagents.com/devices/switchbot-meter-plus.md"
    },
    {
      "slug": "airthings-wave-plus",
      "name": "Airthings Wave Plus",
      "model": "Airthings Wave Plus",
      "maker": "Airthings",
      "category": "cameras-sensors",
      "number": "40",
      "image": "/images/airthings-wave-plus.webp",
      "imageAlt": "Product photo of Airthings Wave Plus",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Airthings-2930-Quality-Detection-Dashboard/dp/B07JB8QWH6",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A long-term room air-quality chart.",
      "summary": "Use Airthings Wave Plus for a long-term room air-quality chart. The route is Airthings BLE integration.",
      "route": "Airthings BLE integration",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Airthings-2930-Quality-Detection-Dashboard/dp/B07JB8QWH6",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Airthings Wave Plus. Check seller, bundle contents and return policy before ordering.",
      "description": "Airthings Wave Plus gives your software a physical input. Your home server reads the sensor over Bluetooth and runs notifications. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A long-term room air-quality chart",
        "A ventilation reminder using CO2 trends"
      ],
      "needs": [
        "Wave Plus, current firmware and a Bluetooth host or active-connection proxy.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "The sensor uses Bluetooth or SmartLink, not both for this integration. Switching to Bluetooth can stop SmartLink live app readings. Radon measurement requires time; do not treat a DIY alert as a safety instrument.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Wave Plus, current firmware and a Bluetooth host or active-connection proxy."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. The sensor uses Bluetooth or SmartLink, not both for this integration. Switching to Bluetooth can stop SmartLink live app readings. Radon measurement requires time; do not treat a DIY alert as a safety instrument."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a long-term room air-quality chart. Add logging, sensible timeouts and a manual off switch. Your home server reads the sensor over Bluetooth and runs notifications."
        }
      ],
      "prompt": "Help me plan a long-term room air-quality chart using Airthings Wave Plus. Read https://www.home-assistant.io/integrations/airthings_ble first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. The sensor uses Bluetooth or SmartLink, not both for this integration. Switching to Bluetooth can stop SmartLink live app readings. Radon measurement requires time; do not treat a DIY alert as a safety instrument. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Airthings BLE",
          "url": "https://www.home-assistant.io/integrations/airthings_ble",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Airthings Wave Plus projects, compatibility & setup",
        "description": "Use Airthings Wave Plus for a long-term room air-quality chart. The route is Airthings BLE integration.",
        "bestFor": "A long-term room air-quality chart.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your home server reads the sensor over Bluetooth and runs notifications.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your home server reads the sensor over Bluetooth and runs notifications."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Wave Plus, current firmware and a Bluetooth host or active-connection proxy."
          },
          {
            "question": "What should I check before buying?",
            "answer": "The sensor uses Bluetooth or SmartLink, not both for this integration. Switching to Bluetooth can stop SmartLink live app readings. Radon measurement requires time; do not treat a DIY alert as a safety instrument."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Airthings-2930-Quality-Detection-Dashboard/dp/B07JB8QWH6",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:24.457Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Airthings 2930 Wave Plus - Radon & Air Quality Monitor, Battery Powered (CO2, VOC, Humidity, Temp, Pressure)"
      },
      "url": "https://atomsforagents.com/devices/airthings-wave-plus/",
      "markdownUrl": "https://atomsforagents.com/devices/airthings-wave-plus.md"
    },
    {
      "slug": "aranet4-home",
      "name": "Aranet4 Home",
      "model": "Aranet4 Home",
      "maker": "SAF Tehnika",
      "category": "cameras-sensors",
      "number": "41",
      "image": "/images/aranet4-home.webp",
      "imageAlt": "Product photo of Aranet4 Home",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Wireless-Detector-temperature-humidity-pressure/dp/B07YY7BH2W",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A room CO2 trend dashboard.",
      "summary": "Use Aranet4 Home for a room CO2 trend dashboard. The route is Aranet Bluetooth integration.",
      "route": "Aranet Bluetooth integration",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Wireless-Detector-temperature-humidity-pressure/dp/B07YY7BH2W",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Aranet4 Home. Check seller, bundle contents and return policy before ordering.",
      "description": "Aranet4 Home gives your software a physical input. Your computer or Home Assistant reads the monitor and runs your rules. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A room CO2 trend dashboard",
        "A desk-light reminder to ventilate"
      ],
      "needs": [
        "Aranet4, Bluetooth host, Aranet app and Smart Home integration enabled.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "The documented integration requires firmware 1.2.0 or later. CO2 readings can inform ventilation reminders, not certify health or safety.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Aranet4, Bluetooth host, Aranet app and Smart Home integration enabled."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. The documented integration requires firmware 1.2.0 or later. CO2 readings can inform ventilation reminders, not certify health or safety."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a room CO2 trend dashboard. Add logging, sensible timeouts and a manual off switch. Your computer or Home Assistant reads the monitor and runs your rules."
        }
      ],
      "prompt": "Help me plan a room co2 trend dashboard using Aranet4 Home. Read https://www.home-assistant.io/integrations/aranet first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. The documented integration requires firmware 1.2.0 or later. CO2 readings can inform ventilation reminders, not certify health or safety. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Using The Aranet 4 CO2 Sensor and Home Assistant to Control my TV Room Lights!",
          "url": "https://www.youtube.com/watch?v=jRjBWGodg9c",
          "author": "Simon Says Home Assistant",
          "type": "Creator video",
          "summary": "Simon uses CO₂ readings as a presence signal for his TV-room lights. The video covers pairing the monitor with Home Assistant and setting up the automation.",
          "compatibility": "Uses Aranet4 Home, a Home Assistant host, Bluetooth coverage, and controllable lights. CO₂ changes slowly and depends on ventilation; this is experimental occupancy logic, not a safety system. Creator received the sensor free and discloses affiliate links.",
          "match": "exact",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested"
        },
        {
          "title": "Aranet",
          "url": "https://www.home-assistant.io/integrations/aranet",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Aranet4 Home projects, compatibility & setup",
        "description": "Use Aranet4 Home for a room CO2 trend dashboard. The route is Aranet Bluetooth integration.",
        "bestFor": "A room CO2 trend dashboard.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your computer or Home Assistant reads the monitor and runs your rules.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your computer or Home Assistant reads the monitor and runs your rules."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Aranet4, Bluetooth host, Aranet app and Smart Home integration enabled."
          },
          {
            "question": "What should I check before buying?",
            "answer": "The documented integration requires firmware 1.2.0 or later. CO2 readings can inform ventilation reminders, not certify health or safety."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Wireless-Detector-temperature-humidity-pressure/dp/B07YY7BH2W",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:27.828Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Aranet4 Indoor Air Quality Monitor, Wireless CO2 Detector for Home, Office"
      },
      "url": "https://atomsforagents.com/devices/aranet4-home/",
      "markdownUrl": "https://atomsforagents.com/devices/aranet4-home.md"
    },
    {
      "slug": "aqara-fp2",
      "name": "Aqara Presence Sensor FP2",
      "model": "Aqara Presence Sensor FP2",
      "maker": "Aqara",
      "category": "cameras-sensors",
      "number": "42",
      "image": "/images/aqara-fp2.webp",
      "imageAlt": "Product photo of Aqara Presence Sensor FP2",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Aqara-Positioning-Multi-Person-Detection-Assistant/dp/B0BXWZMQJ3",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A desk-zone presence routine.",
      "summary": "Use Aqara Presence Sensor FP2 for a desk-zone presence routine. The route is HomeKit Device integration.",
      "route": "HomeKit Device integration",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Aqara-Positioning-Multi-Person-Detection-Assistant/dp/B0BXWZMQJ3",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Aqara Presence Sensor FP2. Check seller, bundle contents and return policy before ordering.",
      "description": "Aqara Presence Sensor FP2 gives your software a physical input. Your Home Assistant host uses the paired sensor entities. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A desk-zone presence routine",
        "A room occupancy dashboard without camera images"
      ],
      "needs": [
        "FP2, constant USB power, 2.4 GHz Wi-Fi, Aqara app for configuration and Home Assistant.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Pairing and zone setup require care; the device cannot be paired to two independent HomeKit controllers at once. Radar zones can mis-detect presence. Do not rely on a hobby automation for emergency fall detection.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. FP2, constant USB power, 2.4 GHz Wi-Fi, Aqara app for configuration and Home Assistant."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Pairing and zone setup require care; the device cannot be paired to two independent HomeKit controllers at once. Radar zones can mis-detect presence. Do not rely on a hobby automation for emergency fall detection."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a desk-zone presence routine. Add logging, sensible timeouts and a manual off switch. Your Home Assistant host uses the paired sensor entities."
        }
      ],
      "prompt": "Help me plan a desk-zone presence routine using Aqara Presence Sensor FP2. Read https://www.home-assistant.io/integrations/homekit_controller first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Pairing and zone setup require care; the device cannot be paired to two independent HomeKit controllers at once. Radar zones can mis-detect presence. Do not rely on a hobby automation for emergency fall detection. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Room-aware lighting in an old house",
          "url": "https://practicalhomekit.blogspot.com/2023/12/occupancy-revisited-aqara-fp2.html",
          "author": "Practical HomeKit",
          "type": "Build story",
          "summary": "A firsthand FP2 installation across a kitchen, dining space, and living room, with placement experiments and occupancy-based lighting lessons.",
          "compatibility": "Exact FP2 installation using Apple Home and the Aqara app, not a Home Assistant walkthrough. Expect room calibration, possible ghost detections, and mounting adjustments.",
          "match": "exact",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested"
        },
        {
          "title": "HomeKit Device",
          "url": "https://www.home-assistant.io/integrations/homekit_controller",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Aqara Presence Sensor FP2 projects, compatibility & setup",
        "description": "Use Aqara Presence Sensor FP2 for a desk-zone presence routine. The route is HomeKit Device integration.",
        "bestFor": "A desk-zone presence routine.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your Home Assistant host uses the paired sensor entities.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your Home Assistant host uses the paired sensor entities."
          },
          {
            "question": "What do I need before starting?",
            "answer": "FP2, constant USB power, 2.4 GHz Wi-Fi, Aqara app for configuration and Home Assistant."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Pairing and zone setup require care; the device cannot be paired to two independent HomeKit controllers at once. Radar zones can mis-detect presence. Do not rely on a hobby automation for emergency fall detection."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Aqara-Positioning-Multi-Person-Detection-Assistant/dp/B0BXWZMQJ3",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:31.515Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Aqara Presence Sensor FP2, mmWave Radar Wired Smart Motion Sensor"
      },
      "url": "https://atomsforagents.com/devices/aqara-fp2/",
      "markdownUrl": "https://atomsforagents.com/devices/aqara-fp2.md"
    },
    {
      "slug": "netatmo-weather-station",
      "name": "Netatmo Weather Station",
      "model": "Netatmo Weather Station",
      "maker": "Netatmo",
      "category": "cameras-sensors",
      "number": "43",
      "image": "/images/netatmo-weather-station.webp",
      "imageAlt": "Product photo of Netatmo Weather Station",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Netatmo-Smart-Weather-Station-Mount/dp/B0CC5RZP3W",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "An indoor and outdoor weather dashboard.",
      "summary": "Use Netatmo Weather Station for an indoor and outdoor weather dashboard. The route is Netatmo cloud integration.",
      "route": "Netatmo cloud integration",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Netatmo-Smart-Weather-Station-Mount/dp/B0CC5RZP3W",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Netatmo Weather Station. Check seller, bundle contents and return policy before ordering.",
      "description": "Netatmo Weather Station gives your software a physical input. Your Home Assistant host reads the Netatmo cloud service. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "An indoor and outdoor weather dashboard",
        "A room ventilation reminder"
      ],
      "needs": [
        "The station kit, Netatmo account, working internet connection and automation host.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "This route depends on Netatmo cloud access. Optional webhook events need additional secure configuration; do not imply this station works as a fully offline API.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The station kit, Netatmo account, working internet connection and automation host."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. This route depends on Netatmo cloud access. Optional webhook events need additional secure configuration; do not imply this station works as a fully offline API."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with an indoor and outdoor weather dashboard. Add logging, sensible timeouts and a manual off switch. Your Home Assistant host reads the Netatmo cloud service."
        }
      ],
      "prompt": "Help me plan an indoor and outdoor weather dashboard using Netatmo Weather Station. Read https://www.home-assistant.io/integrations/netatmo first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. This route depends on Netatmo cloud access. Optional webhook events need additional secure configuration; do not imply this station works as a fully offline API. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Netatmo",
          "url": "https://www.home-assistant.io/integrations/netatmo",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Netatmo Weather Station projects, compatibility & setup",
        "description": "Use Netatmo Weather Station for an indoor and outdoor weather dashboard. The route is Netatmo cloud integration.",
        "bestFor": "An indoor and outdoor weather dashboard.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your Home Assistant host reads the Netatmo cloud service.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your Home Assistant host reads the Netatmo cloud service."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The station kit, Netatmo account, working internet connection and automation host."
          },
          {
            "question": "What should I check before buying?",
            "answer": "This route depends on Netatmo cloud access. Optional webhook events need additional secure configuration; do not imply this station works as a fully offline API."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Netatmo-Smart-Weather-Station-Mount/dp/B0CC5RZP3W",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:34.598Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Netatmo Smart Weather Station with Wall Mount - WiFi, Radio, Indoor and Outdoor Sensor, Weather Forecast, Hygrometer, Air Quality, Compatible with Amazon Alexa, Apple HomeKit and Google Home, NWS-AMZ"
      },
      "url": "https://atomsforagents.com/devices/netatmo-weather-station/",
      "markdownUrl": "https://atomsforagents.com/devices/netatmo-weather-station.md"
    },
    {
      "slug": "sphero-mini",
      "name": "Sphero Mini robot",
      "model": "Sphero Mini robot",
      "maker": "Sphero",
      "category": "robots-toys",
      "number": "44",
      "image": "/images/sphero-mini.webp",
      "imageAlt": "Product photo of Sphero Mini robot",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Sphero-M001BRW-Mini-App-Enabled-Robot/dp/B072B6QVVW",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A programmed maze route.",
      "summary": "Use Sphero Mini robot for a programmed maze route. The route is Sphero Edu JavaScript.",
      "route": "Sphero Edu JavaScript",
      "effort": "Tinkering required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Sphero-M001BRW-Mini-App-Enabled-Robot/dp/B072B6QVVW",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Sphero Mini robot. Check seller, bundle contents and return policy before ordering.",
      "description": "Sphero Mini robot gives your software a physical output. Programs run through the supported Sphero Edu environment with a Bluetooth connection. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A programmed maze route",
        "A rolling game with custom light feedback"
      ],
      "needs": [
        "Sphero Mini, charger, Bluetooth and a device supported by the current Sphero Edu app.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Check current desktop and browser compatibility before buying. The robot needs a paired device; this is not a general Python computer. Start on a clear floor, not a desk edge.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Sphero Mini, charger, Bluetooth and a device supported by the current Sphero Edu app."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Check current desktop and browser compatibility before buying. The robot needs a paired device; this is not a general Python computer. Start on a clear floor, not a desk edge."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a programmed maze route. Add logging, sensible timeouts and a manual off switch. Programs run through the supported Sphero Edu environment with a Bluetooth connection."
        }
      ],
      "prompt": "Help me plan a programmed maze route using Sphero Mini robot. Read https://sites.google.com/sphero.com/sphero-edu-javascript-wiki first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Check current desktop and browser compatibility before buying. The robot needs a paired device; this is not a general Python computer. Start on a clear floor, not a desk edge. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Sphero Edu JavaScript reference",
          "url": "https://sites.google.com/sphero.com/sphero-edu-javascript-wiki",
          "author": "Sphero",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Sphero Mini robot projects, compatibility & setup",
        "description": "Use Sphero Mini robot for a programmed maze route. The route is Sphero Edu JavaScript.",
        "bestFor": "A programmed maze route.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Programs run through the supported Sphero Edu environment with a Bluetooth connection.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Programs run through the supported Sphero Edu environment with a Bluetooth connection."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Sphero Mini, charger, Bluetooth and a device supported by the current Sphero Edu app."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Check current desktop and browser compatibility before buying. The robot needs a paired device; this is not a general Python computer. Start on a clear floor, not a desk edge."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Sphero-M001BRW-Mini-App-Enabled-Robot/dp/B072B6QVVW",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:38.219Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Sphero Mini (Blue) - Coding Robot Ball - Educational Coding and Gaming for Kids and Teens - Bluetooth Connectivity - Interactive and Fun Learning Experience for Ages 8+"
      },
      "url": "https://atomsforagents.com/devices/sphero-mini/",
      "markdownUrl": "https://atomsforagents.com/devices/sphero-mini.md"
    },
    {
      "slug": "sphero-rvr-plus",
      "name": "Sphero RVR+",
      "model": "Sphero RVR+",
      "maker": "Sphero",
      "category": "robots-toys",
      "number": "45",
      "image": "/images/sphero-rvr-plus.webp",
      "imageAlt": "Product photo of Sphero RVR+",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Sphero-RVR-Programmable-Programmers-Customizable/dp/B0BLF8CLQF",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A floor obstacle-course routine.",
      "summary": "Use Sphero RVR+ for a floor obstacle-course routine. The route is Sphero Edu + JavaScript.",
      "route": "Sphero Edu + JavaScript",
      "effort": "Tinkering required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Sphero-RVR-Programmable-Programmers-Customizable/dp/B0BLF8CLQF",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Sphero RVR+. Check seller, bundle contents and return policy before ordering.",
      "description": "Sphero RVR+ gives your software a physical output. Sphero Edu controls the rover over Bluetooth; a separate host is needed for advanced SDK routes. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A floor obstacle-course routine",
        "A color-sensor-driven rover experiment"
      ],
      "needs": [
        "RVR+, its battery and charger, Bluetooth and a supported Sphero Edu device.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "The beginner route uses the finished rover as shipped. Python expansion examples often require extra controllers or wiring; those are not included in this no-build setup.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. RVR+, its battery and charger, Bluetooth and a supported Sphero Edu device."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. The beginner route uses the finished rover as shipped. Python expansion examples often require extra controllers or wiring; those are not included in this no-build setup."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a floor obstacle-course routine. Add logging, sensible timeouts and a manual off switch. Sphero Edu controls the rover over Bluetooth; a separate host is needed for advanced SDK routes."
        }
      ],
      "prompt": "Help me plan a floor obstacle-course routine using Sphero RVR+. Read https://sites.google.com/sphero.com/sphero-edu-javascript-wiki first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. The beginner route uses the finished rover as shipped. Python expansion examples often require extra controllers or wiring; those are not included in this no-build setup. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Sphero Edu JavaScript reference",
          "url": "https://sites.google.com/sphero.com/sphero-edu-javascript-wiki",
          "author": "Sphero",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Sphero RVR+ projects, compatibility & setup",
        "description": "Use Sphero RVR+ for a floor obstacle-course routine. The route is Sphero Edu + JavaScript.",
        "bestFor": "A floor obstacle-course routine.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Sphero Edu controls the rover over Bluetooth; a separate host is needed for advanced SDK routes.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Sphero Edu controls the rover over Bluetooth; a separate host is needed for advanced SDK routes."
          },
          {
            "question": "What do I need before starting?",
            "answer": "RVR+, its battery and charger, Bluetooth and a supported Sphero Edu device."
          },
          {
            "question": "What should I check before buying?",
            "answer": "The beginner route uses the finished rover as shipped. Python expansion examples often require extra controllers or wiring; those are not included in this no-build setup."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Sphero-RVR-Programmable-Programmers-Customizable/dp/B0BLF8CLQF",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:41.520Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Sphero RVR+ – Programmable Robot Car for Kids & Teens – Beginner to Advanced Programming – Customizable & Expandable – Learn Javascript & Python – Micro:bit & Raspberry Pi Compatible"
      },
      "url": "https://atomsforagents.com/devices/sphero-rvr-plus/",
      "markdownUrl": "https://atomsforagents.com/devices/sphero-rvr-plus.md"
    },
    {
      "slug": "wonder-workshop-dash",
      "name": "Wonder Workshop Dash robot",
      "model": "Wonder Workshop Dash robot",
      "maker": "Wonder Workshop",
      "category": "robots-toys",
      "number": "46",
      "image": "/images/wonder-workshop-dash.webp",
      "imageAlt": "Product photo of Wonder Workshop Dash robot",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Wonder-Workshop-Dash-Activated-Programming/dp/B00SKURVKY",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A turtle-style floor drawing route.",
      "summary": "Use Wonder Workshop Dash robot for a turtle-style floor drawing route. The route is Community Python + Bluetooth.",
      "route": "Community Python + Bluetooth",
      "effort": "Tinkering required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Wonder-Workshop-Dash-Activated-Programming/dp/B00SKURVKY",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Wonder Workshop Dash robot. Check seller, bundle contents and return policy before ordering.",
      "description": "Wonder Workshop Dash robot gives your software a physical output. Python runs on your laptop and sends commands to Dash over Bluetooth. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A turtle-style floor drawing route",
        "A button-triggered movement and light sequence"
      ],
      "needs": [
        "Dash robot, Bluetooth computer, Python 3.9+ and the unofficial WonderPy port.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "The port is unofficial and incomplete. Its maintainer reports working pose, RGB lights and several sensors, but other commands remain partial or unimplemented; do not promise full robot control.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Dash robot, Bluetooth computer, Python 3.9+ and the unofficial WonderPy port."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. The port is unofficial and incomplete. Its maintainer reports working pose, RGB lights and several sensors, but other commands remain partial or unimplemented; do not promise full robot control."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a turtle-style floor drawing route. Add logging, sensible timeouts and a manual off switch. Python runs on your laptop and sends commands to Dash over Bluetooth."
        }
      ],
      "prompt": "Help me plan a turtle-style floor drawing route using Wonder Workshop Dash robot. Read https://github.com/axlan/WonderPy first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. The port is unofficial and incomplete. Its maintainer reports working pose, RGB lights and several sensors, but other commands remain partial or unimplemented; do not promise full robot control. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Unofficial WonderPy Python 3 port",
          "url": "https://github.com/axlan/WonderPy",
          "author": "axlan / community",
          "type": "Community code",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Wonder Workshop Dash robot projects, compatibility & setup",
        "description": "Use Wonder Workshop Dash robot for a turtle-style floor drawing route. The route is Community Python + Bluetooth.",
        "bestFor": "A turtle-style floor drawing route.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Python runs on your laptop and sends commands to Dash over Bluetooth.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Python runs on your laptop and sends commands to Dash over Bluetooth."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Dash robot, Bluetooth computer, Python 3.9+ and the unofficial WonderPy port."
          },
          {
            "question": "What should I check before buying?",
            "answer": "The port is unofficial and incomplete. Its maintainer reports working pose, RGB lights and several sensors, but other commands remain partial or unimplemented; do not promise full robot control."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Wonder-Workshop-Dash-Activated-Programming/dp/B00SKURVKY",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:45.071Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Wonder Workshop Dash Robot - Coding Robots for Kids 6 and Older"
      },
      "url": "https://atomsforagents.com/devices/wonder-workshop-dash/",
      "markdownUrl": "https://atomsforagents.com/devices/wonder-workshop-dash.md"
    },
    {
      "slug": "ryze-tello",
      "name": "Ryze Tello drone",
      "model": "Ryze Tello Boost Combo",
      "maker": "Ryze",
      "category": "robots-toys",
      "number": "47",
      "image": "/images/ryze-tello.webp",
      "imageAlt": "Product photo of Ryze Tello Boost Combo",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/DJI-Tello-Drone-Boost-Combo/dp/B07H4W5YWB",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A short supervised programmed flight.",
      "summary": "Use Ryze Tello drone for a short supervised programmed flight. The route is Tello SDK + Python.",
      "route": "Tello SDK + Python",
      "effort": "Tinkering required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/DJI-Tello-Drone-Boost-Combo/dp/B07H4W5YWB",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Ryze Tello Boost Combo. Check seller, bundle contents and return policy before ordering.",
      "description": "Ryze Tello drone gives your software a physical output. Python runs on your laptop connected to the drone Wi-Fi. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A short supervised programmed flight",
        "A local camera-view learning project"
      ],
      "needs": [
        "Tello, charged battery, propeller guards, a clear safe flying area and a Wi-Fi laptop.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Tello is not Tello EDU; some swarm and mission-pad examples require other models. Generated code can cause real movement. Use a human-controlled stop, safe distances and applicable flying rules.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Tello, charged battery, propeller guards, a clear safe flying area and a Wi-Fi laptop."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Tello is not Tello EDU; some swarm and mission-pad examples require other models. Generated code can cause real movement. Use a human-controlled stop, safe distances and applicable flying rules."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a short supervised programmed flight. Add logging, sensible timeouts and a manual off switch. Python runs on your laptop connected to the drone Wi-Fi."
        }
      ],
      "prompt": "Help me plan a short supervised programmed flight using Ryze Tello Boost Combo. Read https://github.com/damiafuentes/DJITelloPy first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Tello is not Tello EDU; some swarm and mission-pad examples require other models. Generated code can cause real movement. Use a human-controlled stop, safe distances and applicable flying rules. Keep secrets out of public code.",
      "resources": [
        {
          "title": "A drone that keeps a face in frame",
          "url": "https://github.com/juanmapf97/Tello-Face-Recognition",
          "author": "juanmapf97",
          "type": "Project + code",
          "summary": "Python and OpenCV use the Tello’s camera feed to detect faces and move the drone to keep one person centered in the shot.",
          "compatibility": "Tello project written for Python 3.6; legacy dependencies may need updating. Running the example starts takeoff. Use propeller guards, a clear flight area, consent, and manual stop control.",
          "match": "exact",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested"
        },
        {
          "title": "DJITelloPy examples and SDK wrapper",
          "url": "https://github.com/damiafuentes/DJITelloPy",
          "author": "DJITelloPy contributors",
          "type": "Community code",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Ryze Tello drone projects, compatibility & setup",
        "description": "Use Ryze Tello drone for a short supervised programmed flight. The route is Tello SDK + Python.",
        "bestFor": "A short supervised programmed flight.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Python runs on your laptop connected to the drone Wi-Fi.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Python runs on your laptop connected to the drone Wi-Fi."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Tello, charged battery, propeller guards, a clear safe flying area and a Wi-Fi laptop."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Tello is not Tello EDU; some swarm and mission-pad examples require other models. Generated code can cause real movement. Use a human-controlled stop, safe distances and applicable flying rules."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/DJI-Tello-Drone-Boost-Combo/dp/B07H4W5YWB",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:48.413Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Ryze Tech Tello Boost Combo - Mini Drone with 5MP Camera, RC Quadcopter with 720p HD Video, 13min Flight Time, Powered by DJI, White"
      },
      "url": "https://atomsforagents.com/devices/ryze-tello/",
      "markdownUrl": "https://atomsforagents.com/devices/ryze-tello.md"
    },
    {
      "slug": "codey-rocky",
      "name": "Makeblock Codey Rocky",
      "model": "Makeblock Codey Rocky",
      "maker": "Makeblock",
      "category": "robots-toys",
      "number": "48",
      "image": "/images/codey-rocky.webp",
      "imageAlt": "Product photo of Makeblock Codey Rocky",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Makeblock-Programmable-Available-Chromebook-Education/dp/B07CGH8NZ7",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A color-triggered movement routine.",
      "summary": "Use Makeblock Codey Rocky for a color-triggered movement routine. The route is mBlock + Python.",
      "route": "mBlock + Python",
      "effort": "Tinkering required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Makeblock-Programmable-Available-Chromebook-Education/dp/B07CGH8NZ7",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Makeblock Codey Rocky. Check seller, bundle contents and return policy before ordering.",
      "description": "Makeblock Codey Rocky gives your software a physical output. Programs use the vendor-supported mBlock route and the robot firmware. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A color-triggered movement routine",
        "A small obstacle-avoidance experiment"
      ],
      "needs": [
        "Codey Rocky, USB cable, a compatible computer and mBlock.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Use Codey Rocky APIs, not generic desktop Python packages. Check current editor and upload compatibility; attach the supplied Codey controller to the Rocky chassis.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Codey Rocky, USB cable, a compatible computer and mBlock."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Use Codey Rocky APIs, not generic desktop Python packages. Check current editor and upload compatibility; attach the supplied Codey controller to the Rocky chassis."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a color-triggered movement routine. Add logging, sensible timeouts and a manual off switch. Programs use the vendor-supported mBlock route and the robot firmware."
        }
      ],
      "prompt": "Help me plan a color-triggered movement routine using Makeblock Codey Rocky. Read https://support.makeblock.com/hc/en-us/articles/12990942477847-A-Beginner-s-Guide-to-Codey-Rocky first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Use Codey Rocky APIs, not generic desktop Python packages. Check current editor and upload compatibility; attach the supplied Codey controller to the Rocky chassis. Keep secrets out of public code.",
      "resources": [
        {
          "title": "A beginner’s guide to Codey Rocky",
          "url": "https://support.makeblock.com/hc/en-us/articles/12990942477847-A-Beginner-s-Guide-to-Codey-Rocky",
          "author": "Makeblock",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Makeblock Codey Rocky projects, compatibility & setup",
        "description": "Use Makeblock Codey Rocky for a color-triggered movement routine. The route is mBlock + Python.",
        "bestFor": "A color-triggered movement routine.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Programs use the vendor-supported mBlock route and the robot firmware.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Programs use the vendor-supported mBlock route and the robot firmware."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Codey Rocky, USB cable, a compatible computer and mBlock."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Use Codey Rocky APIs, not generic desktop Python packages. Check current editor and upload compatibility; attach the supplied Codey controller to the Rocky chassis."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Makeblock-Programmable-Available-Chromebook-Education/dp/B07CGH8NZ7",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:51.811Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Makeblock Codey Rocky Interactive Coding Robot for Kids 6-12"
      },
      "url": "https://atomsforagents.com/devices/codey-rocky/",
      "markdownUrl": "https://atomsforagents.com/devices/codey-rocky.md"
    },
    {
      "slug": "matatalab-vincibot",
      "name": "Matatalab VinciBot",
      "model": "Matatalab VinciBot",
      "maker": "MatataStudio",
      "category": "robots-toys",
      "number": "49",
      "image": "/images/matatalab-vincibot.webp",
      "imageAlt": "Product photo of Matatalab VinciBot",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/MatataStudio-VinciBot-Educational-Programming-Classroom/dp/B0CZ6Q8L4X",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A programmed geometric drawing.",
      "summary": "Use Matatalab VinciBot for a programmed geometric drawing. The route is MatataStudio text-based programming.",
      "route": "MatataStudio text-based programming",
      "effort": "Tinkering required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/MatataStudio-VinciBot-Educational-Programming-Classroom/dp/B0CZ6Q8L4X",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Matatalab VinciBot. Check seller, bundle contents and return policy before ordering.",
      "description": "Matatalab VinciBot gives your software a physical output. Programs run through the vendor-supported VinciBot programming environment. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A programmed geometric drawing",
        "A sensor-triggered dance routine"
      ],
      "needs": [
        "VinciBot set, supported computer or tablet, vendor coding software and charger.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "The manufacturer documents text-based programming; confirm the current Python editor, API and connection support for your operating system. Do not assume ordinary desktop Python packages run on the robot.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. VinciBot set, supported computer or tablet, vendor coding software and charger."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. The manufacturer documents text-based programming; confirm the current Python editor, API and connection support for your operating system. Do not assume ordinary desktop Python packages run on the robot."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a programmed geometric drawing. Add logging, sensible timeouts and a manual off switch. Programs run through the vendor-supported VinciBot programming environment."
        }
      ],
      "prompt": "Help me plan a programmed geometric drawing using Matatalab VinciBot. Read https://www.matatastudio.com/vincibot.html first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. The manufacturer documents text-based programming; confirm the current Python editor, API and connection support for your operating system. Do not assume ordinary desktop Python packages run on the robot. Keep secrets out of public code.",
      "resources": [
        {
          "title": "VinciBot programming and software",
          "url": "https://www.matatastudio.com/vincibot.html",
          "author": "MatataStudio",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Matatalab VinciBot projects, compatibility & setup",
        "description": "Use Matatalab VinciBot for a programmed geometric drawing. The route is MatataStudio text-based programming.",
        "bestFor": "A programmed geometric drawing.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Programs run through the vendor-supported VinciBot programming environment.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Programs run through the vendor-supported VinciBot programming environment."
          },
          {
            "question": "What do I need before starting?",
            "answer": "VinciBot set, supported computer or tablet, vendor coding software and charger."
          },
          {
            "question": "What should I check before buying?",
            "answer": "The manufacturer documents text-based programming; confirm the current Python editor, API and connection support for your operating system. Do not assume ordinary desktop Python packages run on the robot."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/MatataStudio-VinciBot-Educational-Programming-Classroom/dp/B0CZ6Q8L4X",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:54.939Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "VinciBot Coding Robot for Kids 8-12, Scratch & Python STEM Toy"
      },
      "url": "https://atomsforagents.com/devices/matatalab-vincibot/",
      "markdownUrl": "https://atomsforagents.com/devices/matatalab-vincibot.md"
    },
    {
      "slug": "edison-v3",
      "name": "Edison V3 robot",
      "model": "Edison V3 robot",
      "maker": "Microbric",
      "category": "robots-toys",
      "number": "50",
      "image": "/images/edison-v3.webp",
      "imageAlt": "Product photo of Edison V3 robot",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Contempo-Views-Programmable-Educational-Resources/dp/B0CW6KF7YX",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A line-following behavior.",
      "summary": "Use Edison V3 robot for a line-following behavior. The route is EdPy programming.",
      "route": "EdPy programming",
      "effort": "Tinkering required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Contempo-Views-Programmable-Educational-Resources/dp/B0CW6KF7YX",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Edison V3 robot. Check seller, bundle contents and return policy before ordering.",
      "description": "Edison V3 robot gives your software a physical output. EdPy programs are prepared in the supported editor and transferred to the robot. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A line-following behavior",
        "A small robot that reacts to a clap"
      ],
      "needs": [
        "Edison V3, its supported USB programming setup and the EdPy environment.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Use V3-specific transfer instructions. EdPy is an educational Python subset, not a Linux computer or a platform for arbitrary pip packages.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Edison V3, its supported USB programming setup and the EdPy environment."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Use V3-specific transfer instructions. EdPy is an educational Python subset, not a Linux computer or a platform for arbitrary pip packages."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a line-following behavior. Add logging, sensible timeouts and a manual off switch. EdPy programs are prepared in the supported editor and transferred to the robot."
        }
      ],
      "prompt": "Help me plan a line-following behavior using Edison V3 robot. Read https://meetedison.com/robot-programming-software/edpy/ first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Use V3-specific transfer instructions. EdPy is an educational Python subset, not a Linux computer or a platform for arbitrary pip packages. Keep secrets out of public code.",
      "resources": [
        {
          "title": "EdPy programming environment",
          "url": "https://meetedison.com/robot-programming-software/edpy/",
          "author": "Microbric / Edison",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Edison V3 robot projects, compatibility & setup",
        "description": "Use Edison V3 robot for a line-following behavior. The route is EdPy programming.",
        "bestFor": "A line-following behavior.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "EdPy programs are prepared in the supported editor and transferred to the robot.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "EdPy programs are prepared in the supported editor and transferred to the robot."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Edison V3, its supported USB programming setup and the EdPy environment."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Use V3-specific transfer instructions. EdPy is an educational Python subset, not a Linux computer or a platform for arbitrary pip packages."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Contempo-Views-Programmable-Educational-Resources/dp/B0CW6KF7YX",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:25:58.263Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Contempo Views Edison Robot V3 Programmable Educational Bot STEM Coding Kit. Includes Carrying Case and USB with Resources & Lesson Plans for Teachers (STEM)"
      },
      "url": "https://atomsforagents.com/devices/edison-v3/",
      "markdownUrl": "https://atomsforagents.com/devices/edison-v3.md"
    },
    {
      "slug": "petoi-bittle-x",
      "name": "Petoi Bittle X assembled",
      "model": "Bittle X V2, pre-assembled (checked retail variant)",
      "maker": "Petoi",
      "category": "robots-toys",
      "number": "51",
      "image": "/images/petoi-bittle-x.webp",
      "imageAlt": "Product photo of Bittle X V2, pre-assembled (checked retail variant)",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Petoi-Programmable-Robot-Dog-Bittle/dp/B0FV4Z5XT5",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A supervised sequence of robot-dog poses.",
      "summary": "Use Petoi Bittle X assembled for a supervised sequence of robot-dog poses. The route is Petoi tools + Python serial control.",
      "route": "Petoi tools + Python serial control",
      "effort": "Tinkering required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Petoi-Programmable-Robot-Dog-Bittle/dp/B0FV4Z5XT5",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Bittle X V2, pre-assembled (checked retail variant). Check seller, bundle contents and return policy before ordering.",
      "description": "Petoi Bittle X assembled gives your software a physical output. Your laptop sends supported commands to the robot controller. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A supervised sequence of robot-dog poses",
        "A keyboard-controlled walking demo"
      ],
      "needs": [
        "The pre-assembled Bittle X variant, charged battery, suitable data connection and matching Petoi tools.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "The checked Amazon page is Bittle X V2 pre-assembled. Match controller, firmware and command support to that revision; older OpenCat examples may need changes. Keep fingers clear of moving joints.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The pre-assembled Bittle X variant, charged battery, suitable data connection and matching Petoi tools."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. The checked Amazon page is Bittle X V2 pre-assembled. Match controller, firmware and command support to that revision; older OpenCat examples may need changes. Keep fingers clear of moving joints."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a supervised sequence of robot-dog poses. Add logging, sensible timeouts and a manual off switch. Your laptop sends supported commands to the robot controller."
        }
      ],
      "prompt": "Help me plan a supervised sequence of robot-dog poses using Bittle X V2, pre-assembled (checked retail variant). Read https://docs.petoi.com first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. The checked Amazon page is Bittle X V2 pre-assembled. Match controller, firmware and command support to that revision; older OpenCat examples may need changes. Keep fingers clear of moving joints. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Petoi setup and programming documentation",
          "url": "https://docs.petoi.com",
          "author": "Petoi",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Petoi Bittle X assembled projects, compatibility & setup",
        "description": "Use Petoi Bittle X assembled for a supervised sequence of robot-dog poses. The route is Petoi tools + Python serial control.",
        "bestFor": "A supervised sequence of robot-dog poses.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your laptop sends supported commands to the robot controller.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your laptop sends supported commands to the robot controller."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The pre-assembled Bittle X variant, charged battery, suitable data connection and matching Petoi tools."
          },
          {
            "question": "What should I check before buying?",
            "answer": "The checked Amazon page is Bittle X V2 pre-assembled. Match controller, firmware and command support to that revision; older OpenCat examples may need changes. Keep fingers clear of moving joints."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Petoi-Programmable-Robot-Dog-Bittle/dp/B0FV4Z5XT5",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:26:01.752Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Petoi Programmable Robot Dog Bittle X V2(Pre-Assembled) - Robotics Kit, Hands-On Physical AI - Portable Open Source Voice Controlled Quadruped, STEM Classroom & Education - Lite Servos"
      },
      "url": "https://atomsforagents.com/devices/petoi-bittle-x/",
      "markdownUrl": "https://atomsforagents.com/devices/petoi-bittle-x.md"
    },
    {
      "slug": "arduino-alvik",
      "name": "Arduino Alvik robot",
      "model": "Arduino Alvik AKX00066",
      "maker": "Arduino",
      "category": "robots-toys",
      "number": "52",
      "image": "/images/arduino-alvik.webp",
      "imageAlt": "Product photo of Arduino Alvik AKX00066",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Arduino-Alvik-AKX00066-Official-Programmable/dp/B0D3Q9HX48",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "The manufacturer obstacle-avoider project.",
      "summary": "Use Arduino Alvik robot for the manufacturer obstacle-avoider project. The route is Arduino Lab + MicroPython.",
      "route": "Arduino Lab + MicroPython",
      "effort": "Tinkering required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Arduino-Alvik-AKX00066-Official-Programmable/dp/B0D3Q9HX48",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Arduino Alvik AKX00066. Check seller, bundle contents and return policy before ordering.",
      "description": "Arduino Alvik robot gives your software a physical output. MicroPython runs on Alvik after you upload the program from your laptop. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "The manufacturer obstacle-avoider project",
        "A custom line-following routine"
      ],
      "needs": [
        "Alvik, included USB data cable, charged battery and Arduino Lab for MicroPython.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Update the firmware using the manufacturer instructions. A low battery can halt initialization. Test on a clear floor: the robot has no protection against driving off a table.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Alvik, included USB data cable, charged battery and Arduino Lab for MicroPython."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Update the firmware using the manufacturer instructions. A low battery can halt initialization. Test on a clear floor: the robot has no protection against driving off a table."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with the manufacturer obstacle-avoider project. Add logging, sensible timeouts and a manual off switch. MicroPython runs on Alvik after you upload the program from your laptop."
        }
      ],
      "prompt": "Help me plan the manufacturer obstacle-avoider project using Arduino Alvik AKX00066. Read https://docs.arduino.cc/tutorials/alvik/getting-started/ first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Update the firmware using the manufacturer instructions. A low battery can halt initialization. Test on a clear floor: the robot has no protection against driving off a table. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Getting started and obstacle-avoider example",
          "url": "https://docs.arduino.cc/tutorials/alvik/getting-started/",
          "author": "Arduino",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Arduino Alvik robot projects, compatibility & setup",
        "description": "Use Arduino Alvik robot for the manufacturer obstacle-avoider project. The route is Arduino Lab + MicroPython.",
        "bestFor": "The manufacturer obstacle-avoider project.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "MicroPython runs on Alvik after you upload the program from your laptop.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "MicroPython runs on Alvik after you upload the program from your laptop."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Alvik, included USB data cable, charged battery and Arduino Lab for MicroPython."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Update the firmware using the manufacturer instructions. A low battery can halt initialization. Test on a clear floor: the robot has no protection against driving off a table."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Arduino-Alvik-AKX00066-Official-Programmable/dp/B0D3Q9HX48",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:26:04.709Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Arduino Alvik [AKX00066] - Programmable Robot - Powered by Nano ESP32, Compatible with MicroPython | Line Following, Multi-Sensors, and Lego Technic Integration"
      },
      "url": "https://atomsforagents.com/devices/arduino-alvik/",
      "markdownUrl": "https://atomsforagents.com/devices/arduino-alvik.md"
    },
    {
      "slug": "stream-deck-neo",
      "name": "Elgato Stream Deck Neo",
      "model": "Elgato Stream Deck Neo",
      "maker": "Elgato",
      "category": "buttons-controls",
      "number": "53",
      "image": "/images/stream-deck-neo.webp",
      "imageAlt": "Product photo of Elgato Stream Deck Neo",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Elgato-Stream-Deck-Neo-Customizable/dp/B0CVY4566H",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A one-press script launcher with status feedback.",
      "summary": "Use Elgato Stream Deck Neo for a one-press script launcher with status feedback. The route is Stream Deck SDK + plugins.",
      "route": "Stream Deck SDK + plugins",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Elgato-Stream-Deck-Neo-Customizable/dp/B0CVY4566H",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Elgato Stream Deck Neo. Check seller, bundle contents and return policy before ordering.",
      "description": "Elgato Stream Deck Neo gives your software a physical output. The plugin runs in the Stream Deck application on your Windows or macOS computer. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A one-press script launcher with status feedback",
        "A physical control for a personal workflow"
      ],
      "needs": [
        "The selected Stream Deck, a USB connection, Stream Deck software and the SDK development tools.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The selected Stream Deck, a USB connection, Stream Deck software and the SDK development tools."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a one-press script launcher with status feedback. Add logging, sensible timeouts and a manual off switch. The plugin runs in the Stream Deck application on your Windows or macOS computer."
        }
      ],
      "prompt": "Help me plan a one-press script launcher with status feedback using Elgato Stream Deck Neo. Read https://docs.elgato.com/streamdeck/sdk/introduction/getting-started/ first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Build a Stream Deck plugin",
          "url": "https://docs.elgato.com/streamdeck/sdk/introduction/getting-started/",
          "author": "Elgato",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Elgato Stream Deck Neo projects, compatibility & setup",
        "description": "Use Elgato Stream Deck Neo for a one-press script launcher with status feedback. The route is Stream Deck SDK + plugins.",
        "bestFor": "A one-press script launcher with status feedback.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "The plugin runs in the Stream Deck application on your Windows or macOS computer.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "The plugin runs in the Stream Deck application on your Windows or macOS computer."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The selected Stream Deck, a USB connection, Stream Deck software and the SDK development tools."
          },
          {
            "question": "What should I check before buying?",
            "answer": "This is a computer peripheral, not a standalone computer. Pedal has no screens, Plus adds dials, and Neo has a different layout; build actions for the controls actually present."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Elgato-Stream-Deck-Neo-Customizable/dp/B0CVY4566H",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:26:08.003Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Elgato Stream Deck Neo, 8 Customizable Keys, 2 Touch Points"
      },
      "url": "https://atomsforagents.com/devices/stream-deck-neo/",
      "markdownUrl": "https://atomsforagents.com/devices/stream-deck-neo.md"
    },
    {
      "slug": "nanoleaf-lines",
      "name": "Nanoleaf Lines Smarter Kit",
      "model": "Lines, 9-line Smarter Kit",
      "maker": "Nanoleaf",
      "category": "lights",
      "number": "54",
      "image": "/images/nanoleaf-lines.webp",
      "imageAlt": "Product photo of Lines, 9-line Smarter Kit",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Nanoleaf-Dimmable-Gaming-Lights-Starter/dp/B09LWVWN8M?th=1",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A wall display for focus and break time.",
      "summary": "Use Nanoleaf Lines Smarter Kit for a wall display for focus and break time. The route is Nanoleaf controller + local integration.",
      "route": "Nanoleaf controller + local integration",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Nanoleaf-Dimmable-Gaming-Lights-Starter/dp/B09LWVWN8M",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Lines, 9-line Smarter Kit. Check seller, bundle contents and return policy before ordering.",
      "description": "Nanoleaf Lines Smarter Kit gives your software a physical output. Home Assistant or your computer sends commands to the lighting controller. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A wall display for focus and break time",
        "An ambient scene triggered by your calendar"
      ],
      "needs": [
        "A full Smarter Kit with controller and power supply, Wi-Fi and a Home Assistant host.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Shapes and Lines are supported by this integration; Essentials use a different route. Panels require simple physical connection and mounting, not soldering. Color transitions have integration-specific limits.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. A full Smarter Kit with controller and power supply, Wi-Fi and a Home Assistant host."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Shapes and Lines are supported by this integration; Essentials use a different route. Panels require simple physical connection and mounting, not soldering. Color transitions have integration-specific limits."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a wall display for focus and break time. Add logging, sensible timeouts and a manual off switch. Home Assistant or your computer sends commands to the lighting controller."
        }
      ],
      "prompt": "Help me plan a wall display for focus and break time using Lines, 9-line Smarter Kit. Read https://www.home-assistant.io/integrations/nanoleaf first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Shapes and Lines are supported by this integration; Essentials use a different route. Panels require simple physical connection and mounting, not soldering. Color transitions have integration-specific limits. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Nanoleaf",
          "url": "https://www.home-assistant.io/integrations/nanoleaf",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Nanoleaf Lines Smarter Kit projects, compatibility & setup",
        "description": "Use Nanoleaf Lines Smarter Kit for a wall display for focus and break time. The route is Nanoleaf controller + local integration.",
        "bestFor": "A wall display for focus and break time.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Home Assistant or your computer sends commands to the lighting controller.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Home Assistant or your computer sends commands to the lighting controller."
          },
          {
            "question": "What do I need before starting?",
            "answer": "A full Smarter Kit with controller and power supply, Wi-Fi and a Home Assistant host."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Shapes and Lines are supported by this integration; Essentials use a different route. Panels require simple physical connection and mounting, not soldering. Color transitions have integration-specific limits."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Nanoleaf-Dimmable-Gaming-Lights-Starter/dp/B09LWVWN8M",
        "kind": "listing",
        "label": "Check Amazon buying options",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. No featured offer was shown; seller availability was not verified. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:26:11.189Z",
        "availability": "buying-options",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Nanoleaf Lines Smart Wall Lighting, LED Gaming Light Bar, Smarter Kit 9 PK"
      },
      "url": "https://atomsforagents.com/devices/nanoleaf-lines/",
      "markdownUrl": "https://atomsforagents.com/devices/nanoleaf-lines.md"
    },
    {
      "slug": "philips-hue-play",
      "name": "Philips Hue Play light bar double pack",
      "model": "Philips Hue Play light bar double pack",
      "maker": "Philips Hue",
      "category": "lights",
      "number": "55",
      "image": "/images/philips-hue-play.webp",
      "imageAlt": "Product photo of Philips Hue Play light bar double pack",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Philips-Hue-Ambiance-Color-Changing-Assistant/dp/B07GXB3S7Z",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A quiet meeting-status light.",
      "summary": "Use Philips Hue Play light bar double pack for a quiet meeting-status light. The route is Hue Bridge + Home Assistant.",
      "route": "Hue Bridge + Home Assistant",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Philips-Hue-Ambiance-Color-Changing-Assistant/dp/B07GXB3S7Z",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Philips Hue Play light bar double pack. Check seller, bundle contents and return policy before ordering.",
      "description": "Philips Hue Play light bar double pack gives your software a physical output. Your automation runs on Home Assistant or another computer and controls lights through the bridge. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A quiet meeting-status light",
        "A color signal for weather or air quality"
      ],
      "needs": [
        "The named Hue light, its power supply or compatible fitting, a Hue Bridge and a running Home Assistant instance.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The named Hue light, its power supply or compatible fitting, a Hue Bridge and a running Home Assistant instance."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a quiet meeting-status light. Add logging, sensible timeouts and a manual off switch. Your automation runs on Home Assistant or another computer and controls lights through the bridge."
        }
      ],
      "prompt": "Help me plan a quiet meeting-status light using Philips Hue Play light bar double pack. Read https://www.home-assistant.io/integrations/hue first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Lights that follow the sun instead of a schedule",
          "url": "https://nijho.lt/post/advent-of-open-source/02-adaptive-lighting/",
          "author": "Bas Nijholt",
          "type": "Build story",
          "summary": "The creator of Adaptive Lighting explains how his home project adjusts light color and brightness through the day while respecting manual changes.",
          "compatibility": "A Home Assistant lighting project, not an exact-model test. Requires a compatible light entity; available effects depend on its brightness and color-temperature controls. Hue needs a bridge.",
          "match": "platform",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested",
          "supportingUrls": [
            "https://github.com/basnijholt/adaptive-lighting"
          ]
        },
        {
          "title": "Philips Hue",
          "url": "https://www.home-assistant.io/integrations/hue",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Philips Hue Play light bar double pack projects, compatibility & setup",
        "description": "Use Philips Hue Play light bar double pack for a quiet meeting-status light. The route is Hue Bridge + Home Assistant.",
        "bestFor": "A quiet meeting-status light.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your automation runs on Home Assistant or another computer and controls lights through the bridge.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your automation runs on Home Assistant or another computer and controls lights through the bridge."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The named Hue light, its power supply or compatible fitting, a Hue Bridge and a running Home Assistant instance."
          },
          {
            "question": "What should I check before buying?",
            "answer": "The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Philips-Hue-Ambiance-Color-Changing-Assistant/dp/B07GXB3S7Z",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:26:15.238Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Philips Hue Play Smart Light Bar Base Kit, 2-Pack, Black"
      },
      "url": "https://atomsforagents.com/devices/philips-hue-play/",
      "markdownUrl": "https://atomsforagents.com/devices/philips-hue-play.md"
    },
    {
      "slug": "govee-floor-lamp-2",
      "name": "Govee Floor Lamp 2 H607C",
      "model": "Govee Floor Lamp 2 H607C",
      "maker": "Govee",
      "category": "lights",
      "number": "56",
      "image": "/images/govee-floor-lamp-2.webp",
      "imageAlt": "Product photo of Govee Floor Lamp 2 H607C",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Govee-Matter-1725lm-Corner-Bedroom/dp/B0CTH2QF23",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A desk-side focus indicator.",
      "summary": "Use Govee Floor Lamp 2 H607C for a desk-side focus indicator. The route is Govee LAN control.",
      "route": "Govee LAN control",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Govee-Matter-1725lm-Corner-Bedroom/dp/B0CTH2QF23",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Govee Floor Lamp 2 H607C. Check seller, bundle contents and return policy before ordering.",
      "description": "Govee Floor Lamp 2 H607C gives your software a physical output. Your computer or Home Assistant controls the lamp locally. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A desk-side focus indicator",
        "A color-coded notification for a home sensor"
      ],
      "needs": [
        "Exact H607C lamp, Govee app, LAN Control enabled and a compatible home network.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "H607C is named in the local integration supported-device list. Confirm the model label and LAN Control option; not every Govee lamp or scene is supported. Simple lamp assembly is required.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Exact H607C lamp, Govee app, LAN Control enabled and a compatible home network."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. H607C is named in the local integration supported-device list. Confirm the model label and LAN Control option; not every Govee lamp or scene is supported. Simple lamp assembly is required."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a desk-side focus indicator. Add logging, sensible timeouts and a manual off switch. Your computer or Home Assistant controls the lamp locally."
        }
      ],
      "prompt": "Help me plan a desk-side focus indicator using Govee Floor Lamp 2 H607C. Read https://www.home-assistant.io/integrations/govee_light_local first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. H607C is named in the local integration supported-device list. Confirm the model label and LAN Control option; not every Govee lamp or scene is supported. Simple lamp assembly is required. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Govee lights local",
          "url": "https://www.home-assistant.io/integrations/govee_light_local",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Govee Floor Lamp 2 H607C projects, compatibility & setup",
        "description": "Use Govee Floor Lamp 2 H607C for a desk-side focus indicator. The route is Govee LAN control.",
        "bestFor": "A desk-side focus indicator.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your computer or Home Assistant controls the lamp locally.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your computer or Home Assistant controls the lamp locally."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Exact H607C lamp, Govee app, LAN Control enabled and a compatible home network."
          },
          {
            "question": "What should I check before buying?",
            "answer": "H607C is named in the local integration supported-device list. Confirm the model label and LAN Control option; not every Govee lamp or scene is supported. Simple lamp assembly is required."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Govee-Matter-1725lm-Corner-Bedroom/dp/B0CTH2QF23",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:26:19.273Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Govee Floor Lamp 2, RGBIC Smart Floor Lamp for Living Room, Bedroom"
      },
      "url": "https://atomsforagents.com/devices/govee-floor-lamp-2/",
      "markdownUrl": "https://atomsforagents.com/devices/govee-floor-lamp-2.md"
    },
    {
      "slug": "wiim-pro-plus",
      "name": "WiiM Pro Plus",
      "model": "WiiM Pro Plus",
      "maker": "WiiM",
      "category": "voice-audio",
      "number": "57",
      "image": "/images/wiim-pro-plus.webp",
      "imageAlt": "Product photo of WiiM Pro Plus",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/WiiM-Receiver-Chromecast-Multiroom-Streamer/dp/B0CC2HWC7N",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A speaker announcement from your own workflow.",
      "summary": "Use WiiM Pro Plus for a speaker announcement from your own workflow. The route is WiiM / LinkPlay network control.",
      "route": "WiiM / LinkPlay network control",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/WiiM-Receiver-Chromecast-Multiroom-Streamer/dp/B0CC2HWC7N",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: WiiM Pro Plus. Check seller, bundle contents and return policy before ordering.",
      "description": "WiiM Pro Plus gives your software a physical output. Your automation host controls playback; the streamer or amplifier plays audio. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A speaker announcement from your own workflow",
        "A scheduled music or radio routine"
      ],
      "needs": [
        "The selected WiiM, Wi-Fi or Ethernet where supported, WiiM Home setup and appropriate audio equipment.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The selected WiiM, Wi-Fi or Ethernet where supported, WiiM Home setup and appropriate audio equipment."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a speaker announcement from your own workflow. Add logging, sensible timeouts and a manual off switch. Your automation host controls playback; the streamer or amplifier plays audio."
        }
      ],
      "prompt": "Help me plan a speaker announcement from your own workflow using WiiM Pro Plus. Read https://www.home-assistant.io/integrations/wiim first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone. Keep secrets out of public code.",
      "resources": [
        {
          "title": "WiiM",
          "url": "https://www.home-assistant.io/integrations/wiim",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "WiiM Pro Plus projects, compatibility & setup",
        "description": "Use WiiM Pro Plus for a speaker announcement from your own workflow. The route is WiiM / LinkPlay network control.",
        "bestFor": "A speaker announcement from your own workflow.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your automation host controls playback; the streamer or amplifier plays audio.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your automation host controls playback; the streamer or amplifier plays audio."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The selected WiiM, Wi-Fi or Ethernet where supported, WiiM Home setup and appropriate audio equipment."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/WiiM-Receiver-Chromecast-Multiroom-Streamer/dp/B0CC2HWC7N",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:26:22.336Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "WiiM Pro Plus Music Streamer for Stereo Systems, Modernize Your Hi-Fi"
      },
      "url": "https://atomsforagents.com/devices/wiim-pro-plus/",
      "markdownUrl": "https://atomsforagents.com/devices/wiim-pro-plus.md"
    },
    {
      "slug": "qingping-air-monitor-lite",
      "name": "Qingping Air Monitor Lite",
      "model": "Qingping Air Monitor Lite",
      "maker": "Qingping",
      "category": "cameras-sensors",
      "number": "58",
      "image": "/images/qingping-air-monitor-lite.webp",
      "imageAlt": "Product photo of Qingping Air Monitor Lite",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Qingping-Monitor-Compatible-Temperature-Humidity/dp/B092HK4BB1",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A CO2 and particulate dashboard.",
      "summary": "Use Qingping Air Monitor Lite for a CO2 and particulate dashboard. The route is Qingping Bluetooth integration.",
      "route": "Qingping Bluetooth integration",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Qingping-Monitor-Compatible-Temperature-Humidity/dp/B092HK4BB1",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Qingping Air Monitor Lite. Check seller, bundle contents and return policy before ordering.",
      "description": "Qingping Air Monitor Lite gives your software a physical input. Your computer or Home Assistant listens to supported sensor broadcasts. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A CO2 and particulate dashboard",
        "A room air-quality trend report"
      ],
      "needs": [
        "Air Monitor Lite CGDN1, power and a Bluetooth host or compatible proxy.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Confirm CGDN1 rather than another Qingping monitor. Bluetooth range and model-specific sensor support matter; the Wi-Fi/HomeKit feature is a separate integration route.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Air Monitor Lite CGDN1, power and a Bluetooth host or compatible proxy."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Confirm CGDN1 rather than another Qingping monitor. Bluetooth range and model-specific sensor support matter; the Wi-Fi/HomeKit feature is a separate integration route."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a CO2 and particulate dashboard. Add logging, sensible timeouts and a manual off switch. Your computer or Home Assistant listens to supported sensor broadcasts."
        }
      ],
      "prompt": "Help me plan a co2 and particulate dashboard using Qingping Air Monitor Lite. Read https://www.home-assistant.io/integrations/qingping first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Confirm CGDN1 rather than another Qingping monitor. Bluetooth range and model-specific sensor support matter; the Wi-Fi/HomeKit feature is a separate integration route. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Qingping",
          "url": "https://www.home-assistant.io/integrations/qingping",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Qingping Air Monitor Lite projects, compatibility & setup",
        "description": "Use Qingping Air Monitor Lite for a CO2 and particulate dashboard. The route is Qingping Bluetooth integration.",
        "bestFor": "A CO2 and particulate dashboard.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your computer or Home Assistant listens to supported sensor broadcasts.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your computer or Home Assistant listens to supported sensor broadcasts."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Air Monitor Lite CGDN1, power and a Bluetooth host or compatible proxy."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Confirm CGDN1 rather than another Qingping monitor. Bluetooth range and model-specific sensor support matter; the Wi-Fi/HomeKit feature is a separate integration route."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Qingping-Monitor-Compatible-Temperature-Humidity/dp/B092HK4BB1",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:26:25.574Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Qingping Air Monitor Lite, Apple HomeKit Compatible Wi-Fi Indoor Air Quality Meter Detects Home CO2, PM2.5, PM10, Temperature, and Humidity"
      },
      "url": "https://atomsforagents.com/devices/qingping-air-monitor-lite/",
      "markdownUrl": "https://atomsforagents.com/devices/qingping-air-monitor-lite.md"
    },
    {
      "slug": "tempest-weather-system",
      "name": "Tempest Weather System",
      "model": "Tempest Weather System",
      "maker": "Tempest",
      "category": "cameras-sensors",
      "number": "59",
      "image": "/images/tempest-weather-system.webp",
      "imageAlt": "Product photo of Tempest Weather System",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Tempest-Weather-Accurate-Forecasts-Wireless/dp/B0868WY7NY",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A live backyard weather board.",
      "summary": "Use Tempest Weather System for a live backyard weather board. The route is Local UDP + optional cloud integration.",
      "route": "Local UDP + optional cloud integration",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Tempest-Weather-Accurate-Forecasts-Wireless/dp/B0868WY7NY",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Tempest Weather System. Check seller, bundle contents and return policy before ordering.",
      "description": "Tempest Weather System gives your software a physical input. Your home server receives station data through its hub. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A live backyard weather board",
        "A rain-history visualization"
      ],
      "needs": [
        "Complete Tempest station and hub, an appropriate outdoor mounting position, Wi-Fi and a home server.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Outdoor mounting and weather exposure need planning. The linked community integration labels itself beta; cloud forecasts require authentication and internet. This is not an emergency weather-warning system.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Complete Tempest station and hub, an appropriate outdoor mounting position, Wi-Fi and a home server."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Outdoor mounting and weather exposure need planning. The linked community integration labels itself beta; cloud forecasts require authentication and internet. This is not an emergency weather-warning system."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a live backyard weather board. Add logging, sensible timeouts and a manual off switch. Your home server receives station data through its hub."
        }
      ],
      "prompt": "Help me plan a live backyard weather board using Tempest Weather System. Read https://github.com/julianbow/TempestHomeAssistant first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Outdoor mounting and weather exposure need planning. The linked community integration labels itself beta; cloud forecasts require authentication and internet. This is not an emergency weather-warning system. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Building a Tempest Weather Station display",
          "url": "https://www.youtube.com/watch?v=dgm5_dZrWv8",
          "author": "Ryan · TRMNL",
          "type": "Maker video",
          "summary": "Ryan installs a backyard weather station and puts its readings on a dedicated TRMNL e-paper screen, then walks through the plugin and display customization.",
          "compatibility": "Uses a Tempest station and TRMNL display; the display revision is not named. Requires both products, their services, and an outdoor mount. Follow the station's siting guidance rather than copying the tree placement. Made by TRMNL, not an independent review.",
          "match": "family",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested"
        },
        {
          "title": "Tempest local UDP and cloud integration (beta)",
          "url": "https://github.com/julianbow/TempestHomeAssistant",
          "author": "Community contributors",
          "type": "Community code",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Tempest Weather System projects, compatibility & setup",
        "description": "Use Tempest Weather System for a live backyard weather board. The route is Local UDP + optional cloud integration.",
        "bestFor": "A live backyard weather board.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your home server receives station data through its hub.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your home server receives station data through its hub."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Complete Tempest station and hub, an appropriate outdoor mounting position, Wi-Fi and a home server."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Outdoor mounting and weather exposure need planning. The linked community integration labels itself beta; cloud forecasts require authentication and internet. This is not an emergency weather-warning system."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Tempest-Weather-Accurate-Forecasts-Wireless/dp/B0868WY7NY",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:26:28.820Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Tempest Weather Station with Built-in Wind Meter, Rain Gauge, and Accurate Weather Forecasts, Wireless, App and Alexa Enabled"
      },
      "url": "https://atomsforagents.com/devices/tempest-weather-system/",
      "markdownUrl": "https://atomsforagents.com/devices/tempest-weather-system.md"
    },
    {
      "slug": "samsung-tab-a9-plus",
      "name": "Samsung Galaxy Tab A9+",
      "model": "Galaxy Tab A9+, 11-inch, 64GB, Wi-Fi",
      "maker": "Samsung",
      "category": "displays",
      "number": "60",
      "image": "/images/samsung-tab-a9-plus.webp",
      "imageAlt": "Product photo of Galaxy Tab A9+, 11-inch, 64GB, Wi-Fi",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Galaxy-Tab-A9-Speakers-Upgraded/dp/B0D51NC57R",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A wall calendar that wakes on a schedule.",
      "summary": "Use Samsung Galaxy Tab A9+ for a wall calendar that wakes on a schedule. The route is Android browser + Fully Kiosk.",
      "route": "Android browser + Fully Kiosk",
      "effort": "Tinkering required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Galaxy-Tab-A9-Speakers-Upgraded/dp/B0D51NC57R",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Galaxy Tab A9+, 11-inch, 64GB, Wi-Fi. Check seller, bundle contents and return policy before ordering.",
      "description": "Samsung Galaxy Tab A9+ gives your software a physical output. Your web page runs in the tablet browser; optional remote-control automation runs on Home Assistant. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A wall calendar that wakes on a schedule",
        "A touch dashboard for lights and room conditions"
      ],
      "needs": [
        "Android tablet, Wi-Fi, charger, a hosted dashboard and optional Fully Kiosk Plus license.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Fully Kiosk remote administration needs the paid Plus license and a password. Keep remote administration on your trusted LAN; plan charging and screen sleep.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Android tablet, Wi-Fi, charger, a hosted dashboard and optional Fully Kiosk Plus license."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Fully Kiosk remote administration needs the paid Plus license and a password. Keep remote administration on your trusted LAN; plan charging and screen sleep."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a wall calendar that wakes on a schedule. Add logging, sensible timeouts and a manual off switch. Your web page runs in the tablet browser; optional remote-control automation runs on Home Assistant."
        }
      ],
      "prompt": "Help me plan a wall calendar that wakes on a schedule using Galaxy Tab A9+, 11-inch, 64GB, Wi-Fi. Read https://www.home-assistant.io/integrations/fully_kiosk first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Fully Kiosk remote administration needs the paid Plus license and a password. Keep remote administration on your trusted LAN; plan charging and screen sleep. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Fully Kiosk Browser",
          "url": "https://www.home-assistant.io/integrations/fully_kiosk",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "tablets",
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Samsung Galaxy Tab A9+ projects, compatibility & setup",
        "description": "Use Samsung Galaxy Tab A9+ for a wall calendar that wakes on a schedule. The route is Android browser + Fully Kiosk.",
        "bestFor": "A wall calendar that wakes on a schedule.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your web page runs in the tablet browser; optional remote-control automation runs on Home Assistant.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your web page runs in the tablet browser; optional remote-control automation runs on Home Assistant."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Android tablet, Wi-Fi, charger, a hosted dashboard and optional Fully Kiosk Plus license."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Fully Kiosk remote administration needs the paid Plus license and a password. Keep remote administration on your trusted LAN; plan charging and screen sleep."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Galaxy-Tab-A9-Speakers-Upgraded/dp/B0D51NC57R",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:44:04.806Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Samsung Galaxy Tab A9+ 11” 64GB Wi-Fi Android Tablet, Big Screen, Quad Speakers, Upgraded Chipset, Multi Window Display, Slim, Light, Durable Design, US Version, 2023, Navy (Renewed)"
      },
      "url": "https://atomsforagents.com/devices/samsung-tab-a9-plus/",
      "markdownUrl": "https://atomsforagents.com/devices/samsung-tab-a9-plus.md"
    },
    {
      "slug": "lenovo-tab-m11",
      "name": "Lenovo Tab M11",
      "model": "Tab M11, 11-inch, 4GB / 128GB, folio bundle",
      "maker": "Lenovo",
      "category": "displays",
      "number": "61",
      "image": "/images/lenovo-tab-m11.webp",
      "imageAlt": "Product photo of Tab M11, 11-inch, 4GB / 128GB, folio bundle",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Lenovo-MediaTek-Octa-Core-1920x1200-Light-Sensor/dp/B0CQMGKBK9",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A wall calendar that wakes on a schedule.",
      "summary": "Use Lenovo Tab M11 for a wall calendar that wakes on a schedule. The route is Android browser + Fully Kiosk.",
      "route": "Android browser + Fully Kiosk",
      "effort": "Tinkering required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Lenovo-MediaTek-Octa-Core-1920x1200-Light-Sensor/dp/B0CQMGKBK9",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Tab M11, 11-inch, 4GB / 128GB, folio bundle. Check seller, bundle contents and return policy before ordering.",
      "description": "Lenovo Tab M11 gives your software a physical output. Your web page runs in the tablet browser; optional remote-control automation runs on Home Assistant. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A wall calendar that wakes on a schedule",
        "A touch dashboard for lights and room conditions"
      ],
      "needs": [
        "Android tablet, Wi-Fi, charger, a hosted dashboard and optional Fully Kiosk Plus license.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Fully Kiosk remote administration needs the paid Plus license and a password. Keep remote administration on your trusted LAN; plan charging and screen sleep.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. Android tablet, Wi-Fi, charger, a hosted dashboard and optional Fully Kiosk Plus license."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Fully Kiosk remote administration needs the paid Plus license and a password. Keep remote administration on your trusted LAN; plan charging and screen sleep."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a wall calendar that wakes on a schedule. Add logging, sensible timeouts and a manual off switch. Your web page runs in the tablet browser; optional remote-control automation runs on Home Assistant."
        }
      ],
      "prompt": "Help me plan a wall calendar that wakes on a schedule using Tab M11, 11-inch, 4GB / 128GB, folio bundle. Read https://www.home-assistant.io/integrations/fully_kiosk first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Fully Kiosk remote administration needs the paid Plus license and a password. Keep remote administration on your trusted LAN; plan charging and screen sleep. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Fully Kiosk Browser",
          "url": "https://www.home-assistant.io/integrations/fully_kiosk",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "tablets",
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Lenovo Tab M11 projects, compatibility & setup",
        "description": "Use Lenovo Tab M11 for a wall calendar that wakes on a schedule. The route is Android browser + Fully Kiosk.",
        "bestFor": "A wall calendar that wakes on a schedule.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your web page runs in the tablet browser; optional remote-control automation runs on Home Assistant.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your web page runs in the tablet browser; optional remote-control automation runs on Home Assistant."
          },
          {
            "question": "What do I need before starting?",
            "answer": "Android tablet, Wi-Fi, charger, a hosted dashboard and optional Fully Kiosk Plus license."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Fully Kiosk remote administration needs the paid Plus license and a password. Keep remote administration on your trusted LAN; plan charging and screen sleep."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Lenovo-MediaTek-Octa-Core-1920x1200-Light-Sensor/dp/B0CQMGKBK9",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:44:08.611Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Lenovo Tab M11, 11” Display, MediaTek Helio G88 Octa-Core, 4GB RAM, 128GB SSD, 1920x1200 px, Ambient Light-Sensor, 10 Hour Battery, Comes w/Folio Case, Luna Grey"
      },
      "url": "https://atomsforagents.com/devices/lenovo-tab-m11/",
      "markdownUrl": "https://atomsforagents.com/devices/lenovo-tab-m11.md"
    },
    {
      "slug": "wiim-ultra",
      "name": "WiiM Ultra",
      "model": "WiiM Ultra",
      "maker": "WiiM",
      "category": "voice-audio",
      "number": "62",
      "image": "/images/wiim-ultra.webp",
      "imageAlt": "Product photo of WiiM Ultra",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/WiiM-Streamer-Touchscreen-Compatible-Headphone/dp/B0D41YCLW8",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A speaker announcement from your own workflow.",
      "summary": "Use WiiM Ultra for a speaker announcement from your own workflow. The route is WiiM / LinkPlay network control.",
      "route": "WiiM / LinkPlay network control",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/WiiM-Streamer-Touchscreen-Compatible-Headphone/dp/B0D41YCLW8",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: WiiM Ultra. Check seller, bundle contents and return policy before ordering.",
      "description": "WiiM Ultra gives your software a physical output. Your automation host controls playback; the streamer or amplifier plays audio. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A speaker announcement from your own workflow",
        "A scheduled music or radio routine"
      ],
      "needs": [
        "The selected WiiM, Wi-Fi or Ethernet where supported, WiiM Home setup and appropriate audio equipment.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The selected WiiM, Wi-Fi or Ethernet where supported, WiiM Home setup and appropriate audio equipment."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a speaker announcement from your own workflow. Add logging, sensible timeouts and a manual off switch. Your automation host controls playback; the streamer or amplifier plays audio."
        }
      ],
      "prompt": "Help me plan a speaker announcement from your own workflow using WiiM Ultra. Read https://www.home-assistant.io/integrations/wiim first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone. Keep secrets out of public code.",
      "resources": [
        {
          "title": "WiiM",
          "url": "https://www.home-assistant.io/integrations/wiim",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "WiiM Ultra projects, compatibility & setup",
        "description": "Use WiiM Ultra for a speaker announcement from your own workflow. The route is WiiM / LinkPlay network control.",
        "bestFor": "A speaker announcement from your own workflow.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your automation host controls playback; the streamer or amplifier plays audio.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your automation host controls playback; the streamer or amplifier plays audio."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The selected WiiM, Wi-Fi or Ethernet where supported, WiiM Home setup and appropriate audio equipment."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Mini, Pro, Pro Plus and Ultra need speakers or a stereo system; Amp needs passive speakers and speaker wire. The current WiiM integration is a transition shim to LinkPlay. This is not a programmable microphone."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/WiiM-Streamer-Touchscreen-Compatible-Headphone/dp/B0D41YCLW8",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:44:12.237Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "WiiM Ultra Hi-Res Music Streamer with Touchscreen & ESS DAC, Space Gray"
      },
      "url": "https://atomsforagents.com/devices/wiim-ultra/",
      "markdownUrl": "https://atomsforagents.com/devices/wiim-ultra.md"
    },
    {
      "slug": "thirdreality-button",
      "name": "THIRDREALITY Zigbee Smart Button",
      "model": "THIRDREALITY Zigbee Smart Button",
      "maker": "THIRDREALITY",
      "category": "buttons-controls",
      "number": "63",
      "image": "/images/thirdreality-button.webp",
      "imageAlt": "Product photo of THIRDREALITY Zigbee Smart Button",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/THIRDREALITY-Control-SmartThings-Assistant-Included/dp/B09ZQGZX3G",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A three-action desk shortcut.",
      "summary": "Use THIRDREALITY Zigbee Smart Button for a three-action desk shortcut. The route is Zigbee button events.",
      "route": "Zigbee button events",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/THIRDREALITY-Control-SmartThings-Assistant-Included/dp/B09ZQGZX3G",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: THIRDREALITY Zigbee Smart Button. Check seller, bundle contents and return policy before ordering.",
      "description": "THIRDREALITY Zigbee Smart Button gives your software a physical output. Automation logic runs on your home server, not inside the button. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A three-action desk shortcut",
        "A physical check-in button for a household routine"
      ],
      "needs": [
        "The THIRDREALITY button, compatible Zigbee coordinator and Zigbee2MQTT host.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "Check the model label against 3RSB22BZ documentation. A compatible Zigbee hub is required and is not included in the single-button listing.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The THIRDREALITY button, compatible Zigbee coordinator and Zigbee2MQTT host."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. Check the model label against 3RSB22BZ documentation. A compatible Zigbee hub is required and is not included in the single-button listing."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a three-action desk shortcut. Add logging, sensible timeouts and a manual off switch. Automation logic runs on your home server, not inside the button."
        }
      ],
      "prompt": "Help me plan a three-action desk shortcut using THIRDREALITY Zigbee Smart Button. Read https://www.zigbee2mqtt.io/devices/3RSB22BZ.html first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. Check the model label against 3RSB22BZ documentation. A compatible Zigbee hub is required and is not included in the single-button listing. Keep secrets out of public code.",
      "resources": [
        {
          "title": "3RSB22BZ pairing and actions",
          "url": "https://www.zigbee2mqtt.io/devices/3RSB22BZ.html",
          "author": "Zigbee2MQTT",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "THIRDREALITY Zigbee Smart Button projects, compatibility & setup",
        "description": "Use THIRDREALITY Zigbee Smart Button for a three-action desk shortcut. The route is Zigbee button events.",
        "bestFor": "A three-action desk shortcut.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Automation logic runs on your home server, not inside the button.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Automation logic runs on your home server, not inside the button."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The THIRDREALITY button, compatible Zigbee coordinator and Zigbee2MQTT host."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Check the model label against 3RSB22BZ documentation. A compatible Zigbee hub is required and is not included in the single-button listing."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/THIRDREALITY-Control-SmartThings-Assistant-Included/dp/B09ZQGZX3G",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:44:15.856Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "THIRDREALITY ZigBee Smart Button, 3-Way Remote Control, Require Zigbee hub, Work with SmartThings, Aeotec, Hubitat, Home Assistant, Third Reality Hub, Battery Included."
      },
      "url": "https://atomsforagents.com/devices/thirdreality-button/",
      "markdownUrl": "https://atomsforagents.com/devices/thirdreality-button.md"
    },
    {
      "slug": "philips-hue-iris",
      "name": "Philips Hue Iris Gold",
      "model": "Philips Hue Iris Gold",
      "maker": "Philips Hue",
      "category": "lights",
      "number": "64",
      "image": "/images/philips-hue-iris.webp",
      "imageAlt": "Product photo of Philips Hue Iris Gold",
      "imageCredit": "Product photo from the linked Amazon listing",
      "imageSource": "https://www.amazon.com/Philips-Hue-Dimmable-Bluetooth-Compatible/dp/B09TBL79G3",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A quiet meeting-status light.",
      "summary": "Use Philips Hue Iris Gold for a quiet meeting-status light. The route is Hue Bridge + Home Assistant.",
      "route": "Hue Bridge + Home Assistant",
      "effort": "Configuration required",
      "evidence": "Published documentation / community project",
      "buyUrl": "https://www.amazon.com/Philips-Hue-Dimmable-Bluetooth-Compatible/dp/B09TBL79G3",
      "buyLabel": "View checked Amazon listing",
      "affiliate": false,
      "purchaseNote": "The linked US listing was inspected on 2026-11-04. Selected variant: Philips Hue Iris Gold. Check seller, bundle contents and return policy before ordering.",
      "description": "Philips Hue Iris Gold gives your software a physical output. Your automation runs on Home Assistant or another computer and controls lights through the bridge. The linked documentation establishes a control route; the project ideas below are suggestions, not projects we have personally built or tested.",
      "projects": [
        "A quiet meeting-status light",
        "A color signal for weather or air quality"
      ],
      "needs": [
        "The named Hue light, its power supply or compatible fitting, a Hue Bridge and a running Home Assistant instance.",
        "A laptop and coding agent for writing and reviewing your project"
      ],
      "caveats": [
        "The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit.",
        "Documentation reviewed, not hands-on tested by Atoms for Agents. Generated code needs review before it controls real hardware."
      ],
      "steps": [
        {
          "title": "Confirm the exact model",
          "body": "Match the hardware label and bundle to the linked documentation. The named Hue light, its power supply or compatible fitting, a Hue Bridge and a running Home Assistant instance."
        },
        {
          "title": "Prove the documented connection",
          "body": "Follow the original guide and run its smallest supported example before asking an agent to extend it. The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit."
        },
        {
          "title": "Build one useful behavior",
          "body": "Start with a quiet meeting-status light. Add logging, sensible timeouts and a manual off switch. Your automation runs on Home Assistant or another computer and controls lights through the bridge."
        }
      ],
      "prompt": "Help me plan a quiet meeting-status light using Philips Hue Iris Gold. Read https://www.home-assistant.io/integrations/hue first. Confirm my operating system, exact model, firmware and required accessories. Use only documented capabilities. Start with the smallest reversible test and ask before moving hardware, flashing firmware or changing credentials. The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit. Keep secrets out of public code.",
      "resources": [
        {
          "title": "Lights that follow the sun instead of a schedule",
          "url": "https://nijho.lt/post/advent-of-open-source/02-adaptive-lighting/",
          "author": "Bas Nijholt",
          "type": "Build story",
          "summary": "The creator of Adaptive Lighting explains how his home project adjusts light color and brightness through the day while respecting manual changes.",
          "compatibility": "A Home Assistant lighting project, not an exact-model test. Requires a compatible light entity; available effects depend on its brightness and color-temperature controls. Hue needs a bridge.",
          "match": "platform",
          "featured": true,
          "checkedAt": "2026-11-04",
          "verification": "Source reviewed; not independently hardware-tested",
          "supportingUrls": [
            "https://github.com/basnijholt/adaptive-lighting"
          ]
        },
        {
          "title": "Philips Hue",
          "url": "https://www.home-assistant.io/integrations/hue",
          "author": "Home Assistant contributors",
          "type": "Documentation",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Philips Hue Iris Gold projects, compatibility & setup",
        "description": "Use Philips Hue Iris Gold for a quiet meeting-status light. The route is Hue Bridge + Home Assistant.",
        "bestFor": "A quiet meeting-status light.",
        "notFor": "A guaranteed plug-and-play result without the listed setup or accessories.",
        "runsWhere": "Your automation runs on Home Assistant or another computer and controls lights through the bridge.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Your automation runs on Home Assistant or another computer and controls lights through the bridge."
          },
          {
            "question": "What do I need before starting?",
            "answer": "The named Hue light, its power supply or compatible fitting, a Hue Bridge and a running Home Assistant instance."
          },
          {
            "question": "What should I check before buying?",
            "answer": "The documented route uses a Hue Bridge, even when the light also advertises Bluetooth. Do not buy an extension-only lightstrip without its powered base kit."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/Philips-Hue-Dimmable-Bluetooth-Compatible/dp/B09TBL79G3",
        "kind": "listing",
        "label": "View on Amazon",
        "affiliate": false,
        "note": "Amazon US checked 2026-11-04. Amazon displayed stock at the time checked. Price, stock and sellers can change. Confirm the exact model, revision and included accessories.",
        "discoveredAt": "2026-11-04",
        "checkedAt": "2026-11-04T16:44:19.190Z",
        "availability": "in-stock",
        "verification": "Live product page inspected; not a hardware compatibility test",
        "listingTitle": "Philips Hue Iris Smart Table Lamp, Gold - White and Color Ambiance LED Color-Changing Light - 1 Pack - Control with Hue App - Compatible with Alexa, Google Assistant, and Apple Homekit"
      },
      "url": "https://atomsforagents.com/devices/philips-hue-iris/",
      "markdownUrl": "https://atomsforagents.com/devices/philips-hue-iris.md"
    },
    {
      "slug": "waveshare-esp32-s3-touch-amoled-175c",
      "name": "Waveshare ESP32-S3 Touch AMOLED 1.75C",
      "model": "Waveshare ESP32-S3 Touch AMOLED 1.75C",
      "maker": "Waveshare",
      "category": "displays",
      "number": "65",
      "image": "/images/project-media/pocket-pet-camera-6618239435-1200.webp",
      "imageAlt": "Waveshare ESP32-S3 Touch AMOLED 1.75C — build photo",
      "imageCredit": "Sean Hollister / The Verge",
      "imageSource": "https://www.theverge.com/gadgets/1013375/muse-charm-gadgets-preview-waveshare-esp32-claude-vibe-code",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Pocket virtual pet and remote camera viewfinder",
      "summary": "The pendant’s screen, microphone, speaker and camera-shutter controls become a pocket companion. Custom firmware runs on the pendant; voice and AI services may run elsewhere.",
      "route": "USB firmware flashing",
      "effort": "Tinkering required",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://www.waveshare.com/esp32-s3-touch-amoled-1.75c.htm",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Product page. Buy the cased 1.75C model, not a bare development board or a different screen size.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "The pendant’s screen, microphone, speaker and camera-shutter controls become a pocket companion. Custom firmware runs on the pendant; voice and AI services may run elsewhere.",
      "projects": [
        "Pocket virtual pet and remote camera viewfinder"
      ],
      "needs": [
        "Waveshare ESP32-S3 Touch AMOLED 1.75C",
        "Required: USB-C data cable. A charge-only cable cannot flash firmware. Example requires a USB-A host port. If your computer has only USB-C, use an appropriate USB-C data cable instead. Reuse the device’s included cable where possible; this is not a standalone power-supply recommendation.",
        "Tool: Computer for setup. ",
        "Conditional: Remote camera device / stream. Only for the remote-camera feature. This display is not itself a camera; creator model and streaming requirements are not identified."
      ],
      "caveats": [
        "AI replies need external services. The creator does not claim the generated code is secure.",
        "Buy the cased 1.75C model, not a bare development board or a different screen size.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": "Buy the cased 1.75C model, not a bare development board or a different screen size. "
        },
        {
          "title": "Read the creator’s setup",
          "body": "AI replies need external services. The creator does not claim the generated code is secure."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan pocket virtual pet and remote camera viewfinder using Waveshare ESP32-S3 Touch AMOLED 1.75C. Read https://www.theverge.com/gadgets/1013375/muse-charm-gadgets-preview-waveshare-esp32-claude-vibe-code and its supporting sources first. Custom firmware runs on the pendant; voice and AI services may run elsewhere. AI replies need external services. The creator does not claim the generated code is secure. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://www.theverge.com/gadgets/1013375/muse-charm-gadgets-preview-waveshare-esp32-claude-vibe-code",
          "title": "Pocket virtual pet and remote camera viewfinder",
          "type": "Build story",
          "author": "Sean Hollister / The Verge",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://www.waveshare.com/esp32-s3-touch-amoled-1.75c.htm",
          "title": "Pocket virtual pet and remote camera viewfinder — supporting source",
          "type": "Project reference",
          "author": "Sean Hollister / The Verge",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "pixel-status",
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Waveshare ESP32-S3 Touch AMOLED 1.75C projects, compatibility & setup",
        "description": "The pendant’s screen, microphone, speaker and camera-shutter controls become a pocket companion. Custom firmware runs on the pendant; voice and AI services may run elsewhere.",
        "bestFor": "Finished display, microphone and speaker device. Pocket virtual pet and remote camera viewfinder.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "Custom firmware runs on the pendant; voice and AI services may run elsewhere.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Custom firmware runs on the pendant; voice and AI services may run elsewhere."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Product page. Buy the cased 1.75C model, not a bare development board or a different screen size.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "AI replies need external services. The creator does not claim the generated code is secure."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Waveshare+ESP32-S3+Touch+AMOLED+1.75C",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "pocket-pet-camera",
        "shoppingItem": 0,
        "hardwareUrl": "https://www.waveshare.com/esp32-s3-touch-amoled-1.75c.htm",
        "modelMatch": "Product page",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/waveshare-esp32-s3-touch-amoled-175c/",
      "markdownUrl": "https://atomsforagents.com/devices/waveshare-esp32-s3-touch-amoled-175c.md"
    },
    {
      "slug": "sonos-arc",
      "name": "Sonos Arc",
      "model": "Sonos Arc",
      "maker": "Sonos",
      "category": "voice-audio",
      "number": "66",
      "image": "/images/project-media/sonos-arc-profiles-14ae58c25c-1200.webp",
      "imageAlt": "Sonos Arc soundbar in a home",
      "imageCredit": "Sonos · hardware reference, not the custom app",
      "imageSource": "https://www.sonos.com/en-gb/blog/sonos-arc-with-dolby-atmos",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Custom Sonos Arc sound-profile controller",
      "summary": "The software changes the real speaker’s volume, EQ and subwoofer settings. The controller runs on a separate computer and changes the speaker settings over the network.",
      "route": "Computer-side sound-profile controller",
      "effort": "Tinkering required",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://www.sonos.com/en-us/guides/arc",
      "buyLabel": "View hardware reference",
      "affiliate": false,
      "purchaseNote": "Manufacturer hardware guide. Original Arc; Arc Ultra and Era products are not verified substitutes.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "The software changes the real speaker’s volume, EQ and subwoofer settings. The controller runs on a separate computer and changes the speaker settings over the network.",
      "projects": [
        "Custom Sonos Arc sound-profile controller"
      ],
      "needs": [
        "Sonos Arc",
        "Required: Computer running the custom controls. Needs access to the soundbar on the same trusted home network.",
        "Required: Home network. ",
        "Required: Device power supply. Use the supply specified for this exact device; check whether it is included.",
        "Conditional: TV and HDMI ARC/eARC cable. Not an extra requirement merely to test app control; reuse the existing soundbar setup."
      ],
      "caveats": [
        "Shown for Sonos Arc; do not assume other Sonos speakers are compatible.",
        "Original Arc; Arc Ultra and Era products are not verified substitutes.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": "Original Arc; Arc Ultra and Era products are not verified substitutes. "
        },
        {
          "title": "Read the creator’s setup",
          "body": "Shown for Sonos Arc; do not assume other Sonos speakers are compatible."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan custom sonos arc sound-profile controller using Sonos Arc. Read https://www.techradar.com/audio/people-have-been-making-alternatives-to-the-sonos-app-using-ai and its supporting sources first. The controller runs on a separate computer and changes the speaker settings over the network. Shown for Sonos Arc; do not assume other Sonos speakers are compatible. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://www.techradar.com/audio/people-have-been-making-alternatives-to-the-sonos-app-using-ai",
          "title": "Custom Sonos Arc sound-profile controller",
          "type": "Build story",
          "author": "Sonos · hardware reference, not the custom app",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://www.reddit.com/r/sonos/comments/1s2qff8/i_used_claude_code_to_build_a_custom_sonos_arc/",
          "title": "Custom Sonos Arc sound-profile controller — supporting source",
          "type": "Project reference",
          "author": "Sonos · hardware reference, not the custom app",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://www.sonos.com/en-us/guides/arc",
          "title": "Sonos Arc — Manufacturer hardware guide",
          "type": "Hardware reference",
          "author": "Sonos",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Sonos Arc projects, compatibility & setup",
        "description": "The software changes the real speaker’s volume, EQ and subwoofer settings. The controller runs on a separate computer and changes the speaker settings over the network.",
        "bestFor": "Soundbar controlled by the custom app. Custom Sonos Arc sound-profile controller.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "The controller runs on a separate computer and changes the speaker settings over the network.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "The controller runs on a separate computer and changes the speaker settings over the network."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Manufacturer hardware guide. Original Arc; Arc Ultra and Era products are not verified substitutes.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Shown for Sonos Arc; do not assume other Sonos speakers are compatible."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Sonos+Arc",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "sonos-arc-profiles",
        "shoppingItem": 0,
        "hardwareUrl": "https://www.sonos.com/en-us/guides/arc",
        "modelMatch": "Manufacturer hardware guide",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/sonos-arc/",
      "markdownUrl": "https://atomsforagents.com/devices/sonos-arc.md"
    },
    {
      "slug": "elektron-model-cycles",
      "name": "Elektron Model:Cycles",
      "model": "Elektron Model:Cycles",
      "maker": "Elektron",
      "category": "voice-audio",
      "number": "67",
      "image": "/images/catalog-sync/elektron-model-cycles.webp",
      "imageAlt": "Elektron Model:Cycles product photo",
      "imageCredit": "Elektron / linked hardware source · product photo",
      "imageSource": "https://www.elektron.se/product/modelcycles",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Modded Cycles: multitrack recording and new instruments",
      "summary": "New firmware adds multitrack USB audio and sound engines to a physical groovebox. Replacement firmware runs on the groovebox.",
      "route": "Modded Cycles unofficial firmware",
      "effort": "Advanced setup",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://www.elektron.se/product/modelcycles",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Exact product. Model:Samples is not the specified target.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "New firmware adds multitrack USB audio and sound engines to a physical groovebox. Replacement firmware runs on the groovebox.",
      "projects": [
        "Modded Cycles: multitrack recording and new instruments"
      ],
      "needs": [
        "Elektron Model:Cycles",
        "Required: USB (Model:Cycles-compatible) data cable. Use the port/cable specified in the Model:Cycles manual; browser flashing uses USB.",
        "Tool: Computer with a supported flashing browser. ",
        "Required: Device power supply. Use the original matched supply; keep power stable while updating.",
        "Required: Headphones or powered audio system. Choose the correct plugs or adapters for the device outputs; USB audio is another route."
      ],
      "caveats": [
        "Unofficial firmware can brick the device or conflict with future updates. Later features have multiple contributors.",
        "Model:Samples is not the specified target.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": "Model:Samples is not the specified target. "
        },
        {
          "title": "Read the creator’s setup",
          "body": "Unofficial firmware can brick the device or conflict with future updates. Later features have multiple contributors."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan modded cycles: multitrack recording and new instruments using Elektron Model:Cycles. Read https://www.theverge.com/gadgets/1013493/vibe-coding-ai-music-gear-hacking-custom-firmware and its supporting sources first. Replacement firmware runs on the groovebox. Unofficial firmware can brick the device or conflict with future updates. Later features have multiple contributors. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://www.theverge.com/gadgets/1013493/vibe-coding-ai-music-gear-hacking-custom-firmware",
          "title": "Modded Cycles: multitrack recording and new instruments",
          "type": "Build story",
          "author": "Terrence O’Brien / The Verge",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://18nelli18.github.io/Modded-Cycles/",
          "title": "Modded Cycles: multitrack recording and new instruments — supporting source",
          "type": "Project reference",
          "author": "Terrence O’Brien / The Verge",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://www.elektron.se/product/modelcycles",
          "title": "Elektron Model:Cycles — Exact product",
          "type": "Product page",
          "author": "Elektron",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Elektron Model:Cycles projects, compatibility & setup",
        "description": "New firmware adds multitrack USB audio and sound engines to a physical groovebox. Replacement firmware runs on the groovebox.",
        "bestFor": "Six-track groovebox. Modded Cycles: multitrack recording and new instruments.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "Replacement firmware runs on the groovebox.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Replacement firmware runs on the groovebox."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Exact product. Model:Samples is not the specified target.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Unofficial firmware can brick the device or conflict with future updates. Later features have multiple contributors."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Elektron+Model%3ACycles",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "modded-cycles",
        "shoppingItem": 0,
        "hardwareUrl": "https://www.elektron.se/product/modelcycles",
        "modelMatch": "Exact product",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/elektron-model-cycles/",
      "markdownUrl": "https://atomsforagents.com/devices/elektron-model-cycles.md"
    },
    {
      "slug": "m-vave-fm-1",
      "name": "M-VAVE FM-1",
      "model": "M-VAVE FM-1",
      "maker": "M-VAVE",
      "category": "voice-audio",
      "number": "68",
      "image": "/images/catalog-sync/m-vave-fm-1.webp",
      "imageAlt": "M-VAVE FM-1 product photo",
      "imageCredit": "M-VAVE / linked hardware source · product photo",
      "imageSource": "https://www.musicarms.net/m-vave-fm-1/",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Felucca: alternative synthesizer firmware",
      "summary": "Alternative firmware changes the FM-1’s playable sound engines and presets. Alternative firmware runs on the synthesizer. Check flash revisions before installing. Related projects show: X0X: turn a small synth into a full groovebox; Felucca: alternative synthesizer firmware.",
      "route": "Felucca or x0x unofficial firmware",
      "effort": "Advanced setup",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://www.musicarms.net/m-vave-fm-1/",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Exact model; Thai retailer, hardware/flash revision not guaranteed. Check the selected seller variant and flash revision. New UC25HQ80 units are not equivalent to a tested older unit. Music Arms lists the actual FM-1; shipping outside Thailand and flash revision must be confirmed. A seller page does not verify third-party firmware compatibility.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "Alternative firmware changes the FM-1’s playable sound engines and presets. Alternative firmware runs on the synthesizer. Check flash revisions before installing. Related projects show: X0X: turn a small synth into a full groovebox; Felucca: alternative synthesizer firmware.",
      "projects": [
        "X0X: turn a small synth into a full groovebox",
        "Felucca: alternative synthesizer firmware"
      ],
      "needs": [
        "M-VAVE FM-1",
        "Required: USB-C data cable. A charge-only cable cannot flash firmware. Example requires a USB-A host port. If your computer has only USB-C, use an appropriate USB-C data cable instead. Reuse the device’s included cable where possible; this is not a standalone power-supply recommendation.",
        "Tool: Computer with Chrome or Edge. "
      ],
      "caveats": [
        "FM-1 only. Newer flash revisions had beta, untested support when the source was reviewed.",
        "Check the selected seller variant and flash revision. New UC25HQ80 units are not equivalent to a tested older unit. Music Arms lists the actual FM-1; shipping outside Thailand and flash revision must be confirmed. A seller page does not verify third-party firmware compatibility.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": "Check the selected seller variant and flash revision. New UC25HQ80 units are not equivalent to a tested older unit. Music Arms lists the actual FM-1; shipping outside Thailand and flash revision must be confirmed. A seller page does not verify third-party firmware compatibility. "
        },
        {
          "title": "Read the creator’s setup",
          "body": "FM-1 only. Newer flash revisions had beta, untested support when the source was reviewed."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan felucca: alternative synthesizer firmware using M-VAVE FM-1. Read https://www.theverge.com/gadgets/1013493/vibe-coding-ai-music-gear-hacking-custom-firmware and its supporting sources first. Alternative firmware runs on the synthesizer. Check flash revisions before installing. FM-1 only. Newer flash revisions had beta, untested support when the source was reviewed. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://www.theverge.com/gadgets/1013493/vibe-coding-ai-music-gear-hacking-custom-firmware",
          "title": "X0X: turn a small synth into a full groovebox",
          "type": "Build story",
          "author": "Charles Vestal · X0X demo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/charlesvestal/fm1-x0x",
          "title": "X0X: turn a small synth into a full groovebox — supporting source",
          "type": "Project reference",
          "author": "Charles Vestal · X0X demo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/hugelton/Felucca",
          "title": "Felucca: alternative synthesizer firmware — supporting source",
          "type": "Project reference",
          "author": "Synth Anatomy · stock firmware shown, not Felucca",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://www.musicarms.net/m-vave-fm-1/",
          "title": "M-VAVE FM-1 — Exact model; Thai retailer, hardware/flash revision not guaranteed",
          "type": "Product page",
          "author": "M-VAVE",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "M-VAVE FM-1 projects, compatibility & setup",
        "description": "Alternative firmware changes the FM-1’s playable sound engines and presets. Alternative firmware runs on the synthesizer. Check flash revisions before installing. Related projects show: X0X: turn a small synth into a full groovebox; Felucca: alternative synthesizer firmware.",
        "bestFor": "Firmware target. Felucca: alternative synthesizer firmware.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "Alternative firmware runs on the synthesizer. Check flash revisions before installing.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Alternative firmware runs on the synthesizer. Check flash revisions before installing."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Exact model; Thai retailer, hardware/flash revision not guaranteed. Check the selected seller variant and flash revision. New UC25HQ80 units are not equivalent to a tested older unit. Music Arms lists the actual FM-1; shipping outside Thailand and flash revision must be confirmed. A seller page does not verify third-party firmware compatibility.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "FM-1 only. Newer flash revisions had beta, untested support when the source was reviewed."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=M-VAVE+FM-1",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "fm1-felucca",
        "shoppingItem": 0,
        "hardwareUrl": "https://www.musicarms.net/m-vave-fm-1/",
        "modelMatch": "Exact model; Thai retailer, hardware/flash revision not guaranteed",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/m-vave-fm-1/",
      "markdownUrl": "https://atomsforagents.com/devices/m-vave-fm-1.md"
    },
    {
      "slug": "zoom-ms-70cdr",
      "name": "Zoom MS-70CDR",
      "model": "Zoom MS-70CDR",
      "maker": "Zoom",
      "category": "voice-audio",
      "number": "69",
      "image": "/images/catalog-sync/zoom-ms-70cdr.webp",
      "imageAlt": "Zoom MS-70CDR product photo",
      "imageCredit": "Zoom / linked hardware source · product photo",
      "imageSource": "https://zoomcorp.com/en/us/multi-effects/multistomp-pedals/ms-70cdr/",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Vintage amplifier modeling on an older effects pedal",
      "summary": "An existing effects pedal processes a real instrument signal through custom amp models. Custom effects run on the original pedal; a computer installs the effect files.",
      "route": "Custom ZDL effects over USB",
      "effort": "Advanced setup",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://zoomcorp.com/en/us/multi-effects/multistomp-pedals/ms-70cdr/",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Exact original MS-70CDR; manufacturer and retailer links. Repository identifies firmware 2.10. MS-70CDR+ uses a different effect format; do not substitute it.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "An existing effects pedal processes a real instrument signal through custom amp models. Custom effects run on the original pedal; a computer installs the effect files.",
      "projects": [
        "Vintage amplifier modeling on an older effects pedal"
      ],
      "needs": [
        "Zoom MS-70CDR",
        "Required: USB (original MS-70CDR-compatible) data cable. A charge-only cable cannot flash firmware.",
        "Tool: Computer with supported effect-installation software. ",
        "Required: USB power, two AA cells, or Zoom AD-16. Manufacturer supports USB power or 2 AA cells. Optional AD-16 is DC 9 V center-negative, 500 mA. Do not buy all three routes.",
        "Required: Instrument / line source and audio leads. Cable count depends on mono or stereo routing.",
        "Required: Amplifier, powered monitors or audio interface. "
      ],
      "caveats": [
        "Current released effects install as custom ZDL files over USB on the original MS-70CDR, with firmware 2.10 as the primary target; no complete firmware reflash is required for this route. Back up effects and patches first. Plus models use a different format and are not interchangeable. The creator names AI assistance, not an exact coding agent.",
        "Repository identifies firmware 2.10. MS-70CDR+ uses a different effect format; do not substitute it.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": "Repository identifies firmware 2.10. MS-70CDR+ uses a different effect format; do not substitute it. "
        },
        {
          "title": "Read the creator’s setup",
          "body": "Current released effects install as custom ZDL files over USB on the original MS-70CDR, with firmware 2.10 as the primary target; no complete firmware reflash is required for this route. Back up effects and patches first. Plus models use a different format and are not interchangeable. The creator names AI assistance, not an exact coding agent."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan vintage amplifier modeling on an older effects pedal using Zoom MS-70CDR. Read https://www.theverge.com/gadgets/1013493/vibe-coding-ai-music-gear-hacking-custom-firmware and its supporting sources first. Custom effects run on the original pedal; a computer installs the effect files. Current released effects install as custom ZDL files over USB on the original MS-70CDR, with firmware 2.10 as the primary target; no complete firmware reflash is required for this route. Back up effects and patches first. Plus models use a different format and are not interchangeable. The creator names AI assistance, not an exact coding agent. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://www.theverge.com/gadgets/1013493/vibe-coding-ai-music-gear-hacking-custom-firmware",
          "title": "Vintage amplifier modeling on an older effects pedal",
          "type": "Build story",
          "author": "ZoomMultistompZDL · tutorial",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/themanro/ZoomMultistompZDL",
          "title": "Vintage amplifier modeling on an older effects pedal — supporting source",
          "type": "Project reference",
          "author": "ZoomMultistompZDL · tutorial",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://zoomcorp.com/en/us/multi-effects/multistomp-pedals/ms-70cdr/",
          "title": "Zoom MS-70CDR — Exact original MS-70CDR; manufacturer and retailer links",
          "type": "Product page",
          "author": "Zoom",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Zoom MS-70CDR projects, compatibility & setup",
        "description": "An existing effects pedal processes a real instrument signal through custom amp models. Custom effects run on the original pedal; a computer installs the effect files.",
        "bestFor": "Primary tested effects target. Vintage amplifier modeling on an older effects pedal.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "Custom effects run on the original pedal; a computer installs the effect files.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Custom effects run on the original pedal; a computer installs the effect files."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Exact original MS-70CDR; manufacturer and retailer links. Repository identifies firmware 2.10. MS-70CDR+ uses a different effect format; do not substitute it.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Current released effects install as custom ZDL files over USB on the original MS-70CDR, with firmware 2.10 as the primary target; no complete firmware reflash is required for this route. Back up effects and patches first. Plus models use a different format and are not interchangeable. The creator names AI assistance, not an exact coding agent."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Zoom+MS-70CDR",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "zoom-amp-modeler",
        "shoppingItem": 0,
        "hardwareUrl": "https://zoomcorp.com/en/us/multi-effects/multistomp-pedals/ms-70cdr/",
        "modelMatch": "Exact original MS-70CDR; manufacturer and retailer links",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/zoom-ms-70cdr/",
      "markdownUrl": "https://atomsforagents.com/devices/zoom-ms-70cdr.md"
    },
    {
      "slug": "eevblog-121gw",
      "name": "EEVblog 121GW",
      "model": "EEVblog 121GW",
      "maker": "EEVblog",
      "category": "cameras-sensors",
      "number": "70",
      "image": "/images/catalog-sync/eevblog-121gw.webp",
      "imageAlt": "EEVblog 121GW product photo",
      "imageCredit": "EEVblog / linked hardware source · product photo",
      "imageSource": "https://eevblog.store/products/121gw-multimeter",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Open and rebuild a multimeter firmware",
      "summary": "A rebuilt meter application runs on the real multimeter, including Bluetooth. Experimental firmware runs on the meter, including its Bluetooth functions.",
      "route": "Rebuilt C firmware and bootloader",
      "effort": "Advanced setup",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://eevblog.store/products/121gw-multimeter",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Exact product.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "A rebuilt meter application runs on the real multimeter, including Bluetooth. Experimental firmware runs on the meter, including its Bluetooth functions.",
      "projects": [
        "Open and rebuild a multimeter firmware"
      ],
      "needs": [
        "EEVblog 121GW",
        "Required: microSD card. The README documents the SD bootloader update path; match supported card formatting.",
        "Tool: microSD card reader. ",
        "Tool: Computer for setup. ",
        "Required: AA batteries. Manufacturer lists four AA cells; use fresh batteries for updating."
      ],
      "caveats": [
        "An enabling experiment, not a new everyday feature. Do not rely on modified firmware for safety-critical measurements.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": " "
        },
        {
          "title": "Read the creator’s setup",
          "body": "An enabling experiment, not a new everyday feature. Do not rely on modified firmware for safety-critical measurements."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan open and rebuild a multimeter firmware using EEVblog 121GW. Read https://circuitdigest.com/news/eevblog-had-claude-code-rebuild-his-121gw-multimeter-firmware-in-c-overnight-and-it-works and its supporting sources first. Experimental firmware runs on the meter, including its Bluetooth functions. An enabling experiment, not a new everyday feature. Do not rely on modified firmware for safety-critical measurements. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://circuitdigest.com/news/eevblog-had-claude-code-rebuild-his-121gw-multimeter-firmware-in-c-overnight-and-it-works",
          "title": "Open and rebuild a multimeter firmware",
          "type": "Build story",
          "author": "Circuit Digest / EEVblog",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/EEVblog/121GW-Multimeter-Firmware-RE",
          "title": "Open and rebuild a multimeter firmware — supporting source",
          "type": "Project reference",
          "author": "Circuit Digest / EEVblog",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://eevblog.store/products/121gw-multimeter",
          "title": "EEVblog 121GW — Exact product",
          "type": "Product page",
          "author": "EEVblog",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "EEVblog 121GW projects, compatibility & setup",
        "description": "A rebuilt meter application runs on the real multimeter, including Bluetooth. Experimental firmware runs on the meter, including its Bluetooth functions.",
        "bestFor": "Exact meter target. Open and rebuild a multimeter firmware.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "Experimental firmware runs on the meter, including its Bluetooth functions.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Experimental firmware runs on the meter, including its Bluetooth functions."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Exact product.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "An enabling experiment, not a new everyday feature. Do not rely on modified firmware for safety-critical measurements."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=EEVblog+121GW",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "121gw-open-firmware",
        "shoppingItem": 0,
        "hardwareUrl": "https://eevblog.store/products/121gw-multimeter",
        "modelMatch": "Exact product",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/eevblog-121gw/",
      "markdownUrl": "https://atomsforagents.com/devices/eevblog-121gw.md"
    },
    {
      "slug": "hp-laser-1008a",
      "name": "HP Laser 1008a",
      "model": "HP Laser 1008a",
      "maker": "HP",
      "category": "printers-machines",
      "number": "71",
      "image": "/images/catalog-sync/hp-laser-1008a.webp",
      "imageAlt": "HP Laser 1008a product photo",
      "imageCredit": "HP / linked hardware source · product photo",
      "imageSource": "https://golchhacomputer.com/product/6497-hp-laser-printer-1008a-a4-single-function?srsltid=AfmBOop-HVMjr_71ylqJU2RzFm8CzjkNN4gt1TQzwkG3Zgz0Y_p7p91V",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Make an unsupported printer work normally on a Mac",
      "summary": "A custom USB print bridge makes the physical printer available to normal Mac applications. A privileged backend runs on the Mac; the printer keeps its own firmware.",
      "route": "macOS CUPS / IOKit print bridge",
      "effort": "Tinkering required",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://golchhacomputer.com/product/6497-hp-laser-printer-1008a-a4-single-function?srsltid=AfmBOop-HVMjr_71ylqJU2RzFm8CzjkNN4gt1TQzwkG3Zgz0Y_p7p91V",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Exact HP Laser 1008a 714Z8A; Indian retailer. Exact 714Z8A model sold by an Indian retailer; check regional mains voltage and shipping. Current code reports USB-connected 1008a on Apple Silicon macOS 26.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "A custom USB print bridge makes the physical printer available to normal Mac applications. A privileged backend runs on the Mac; the printer keeps its own firmware.",
      "projects": [
        "Make an unsupported printer work normally on a Mac"
      ],
      "needs": [
        "HP Laser 1008a",
        "Required: Apple Silicon Mac. Current repository reports testing on macOS 26.",
        "Required: USB printer data cable. Match the printer-side port and Mac port; use an adapter only if required.",
        "Required: Compatible toner and printer paper. Use the exact consumables specified for the 1008a, not a similarly named printer.",
        "Required: Device power supply. Reuse the printer’s region-correct mains cable."
      ],
      "caveats": [
        "The current repository replaces the earlier Linux-container approach with native CUPS/IOKit components, tested on Apple Silicon macOS 26. Installation creates a privileged printer backend and changes the conflicting IPP-over-USB setup; review it before granting administrator access. This is host software, not printer firmware.",
        "Exact 714Z8A model sold by an Indian retailer; check regional mains voltage and shipping. Current code reports USB-connected 1008a on Apple Silicon macOS 26.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": "Exact 714Z8A model sold by an Indian retailer; check regional mains voltage and shipping. Current code reports USB-connected 1008a on Apple Silicon macOS 26. "
        },
        {
          "title": "Read the creator’s setup",
          "body": "The current repository replaces the earlier Linux-container approach with native CUPS/IOKit components, tested on Apple Silicon macOS 26. Installation creates a privileged printer backend and changes the conflicting IPP-over-USB setup; review it before granting administrator access. This is host software, not printer firmware."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan make an unsupported printer work normally on a mac using HP Laser 1008a. Read https://www.tomshardware.com/tech-industry/artificial-intelligence/dev-uses-claude-ai-to-create-native-macos-driver-for-obscure-windows-only-printer-linux-container-hack-enables-system-wide-cmd-p-printing-driver-now-available-on-github and its supporting sources first. A privileged backend runs on the Mac; the printer keeps its own firmware. The current repository replaces the earlier Linux-container approach with native CUPS/IOKit components, tested on Apple Silicon macOS 26. Installation creates a privileged printer backend and changes the conflicting IPP-over-USB setup; review it before granting administrator access. This is host software, not printer firmware. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://www.tomshardware.com/tech-industry/artificial-intelligence/dev-uses-claude-ai-to-create-native-macos-driver-for-obscure-windows-only-printer-linux-container-hack-enables-system-wide-cmd-p-printing-driver-now-available-on-github",
          "title": "Make an unsupported printer work normally on a Mac",
          "type": "Build story",
          "author": "Tom’s Hardware · HP Laser 1008a",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/Kuberwastaken/hp-laser-1008a-macos",
          "title": "Make an unsupported printer work normally on a Mac — supporting source",
          "type": "Project reference",
          "author": "Tom’s Hardware · HP Laser 1008a",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://golchhacomputer.com/product/6497-hp-laser-printer-1008a-a4-single-function?srsltid=AfmBOop-HVMjr_71ylqJU2RzFm8CzjkNN4gt1TQzwkG3Zgz0Y_p7p91V",
          "title": "HP Laser 1008a — Exact HP Laser 1008a 714Z8A; Indian retailer",
          "type": "Product page",
          "author": "HP",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "HP Laser 1008a projects, compatibility & setup",
        "description": "A custom USB print bridge makes the physical printer available to normal Mac applications. A privileged backend runs on the Mac; the printer keeps its own firmware.",
        "bestFor": "USB laser printer. Make an unsupported printer work normally on a Mac.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "A privileged backend runs on the Mac; the printer keeps its own firmware.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "A privileged backend runs on the Mac; the printer keeps its own firmware."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Exact HP Laser 1008a 714Z8A; Indian retailer. Exact 714Z8A model sold by an Indian retailer; check regional mains voltage and shipping. Current code reports USB-connected 1008a on Apple Silicon macOS 26.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "The current repository replaces the earlier Linux-container approach with native CUPS/IOKit components, tested on Apple Silicon macOS 26. Installation creates a privileged printer backend and changes the conflicting IPP-over-USB setup; review it before granting administrator access. This is host software, not printer firmware."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=HP+Laser+1008a",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "hp-macos-printing",
        "shoppingItem": 0,
        "hardwareUrl": "https://golchhacomputer.com/product/6497-hp-laser-printer-1008a-a4-single-function?srsltid=AfmBOop-HVMjr_71ylqJU2RzFm8CzjkNN4gt1TQzwkG3Zgz0Y_p7p91V",
        "modelMatch": "Exact HP Laser 1008a 714Z8A; Indian retailer",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/hp-laser-1008a/",
      "markdownUrl": "https://atomsforagents.com/devices/hp-laser-1008a.md"
    },
    {
      "slug": "plustek-opticfilm-8200i",
      "name": "Plustek OpticFilm 8200i",
      "model": "Plustek OpticFilm 8200i",
      "maker": "Plustek",
      "category": "cameras-sensors",
      "number": "72",
      "image": "/images/catalog-sync/plustek-opticfilm-8200i.webp",
      "imageAlt": "Plustek OpticFilm 8200i product photo",
      "imageCredit": "Plustek / linked hardware source · product photo",
      "imageSource": "https://plustek.com/us/products/film-photo-scanners/opticfilm-8200i-ai/",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Rescue family film negatives with a custom scanner stack",
      "summary": "A custom backend operates the film scanner and its infrared dust-removal channel. The scanning backend and editing application run on a Linux computer.",
      "route": "Linux scanner backend / Negative Vibes",
      "effort": "Tinkering required",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://plustek.com/us/products/film-photo-scanners/opticfilm-8200i-ai/",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Product page. The product page does not guarantee the GL128 hardware revision; confirm chipset before purchase. Photo and manufacturer destination show the Ai bundle. The creator specifies the 8200i family with Genesys GL128, not a software bundle; verify the chipset before buying. Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "A custom backend operates the film scanner and its infrared dust-removal channel. The scanning backend and editing application run on a Linux computer.",
      "projects": [
        "Rescue family film negatives with a custom scanner stack"
      ],
      "needs": [
        "Plustek OpticFilm 8200i",
        "Required: Linux computer. Follow the current scanner application requirements.",
        "Required: USB scanner data cable. Match the included scanner cable and computer port.",
        "Required: Device power supply. Use the scanner’s matched power adapter.",
        "Required: 35 mm film / slides and matching holders. Check which holders are included in a used unit."
      ],
      "caveats": [
        "Confirm the Genesys GL128 chipset: older scanners with the same model name differ. Upstream SANE support also exists.",
        "The product page does not guarantee the GL128 hardware revision; confirm chipset before purchase.",
        "Photo and manufacturer destination show the Ai bundle. The creator specifies the 8200i family with Genesys GL128, not a software bundle; verify the chipset before buying.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": "The product page does not guarantee the GL128 hardware revision; confirm chipset before purchase. Photo and manufacturer destination show the Ai bundle. The creator specifies the 8200i family with Genesys GL128, not a software bundle; verify the chipset before buying."
        },
        {
          "title": "Read the creator’s setup",
          "body": "Confirm the Genesys GL128 chipset: older scanners with the same model name differ. Upstream SANE support also exists."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan rescue family film negatives with a custom scanner stack using Plustek OpticFilm 8200i. Read https://blogs.gnome.org/uraeus/2026/10/15/aiandreverseengineerhardware/ and its supporting sources first. The scanning backend and editing application run on a Linux computer. Confirm the Genesys GL128 chipset: older scanners with the same model name differ. Upstream SANE support also exists. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://blogs.gnome.org/uraeus/2026/10/15/aiandreverseengineerhardware/",
          "title": "Rescue family film negatives with a custom scanner stack",
          "type": "Build story",
          "author": "Christian F. K. Schaller · actual scan comparison",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/cschalle/negative-vibes",
          "title": "Rescue family film negatives with a custom scanner stack — supporting source",
          "type": "Project reference",
          "author": "Christian F. K. Schaller · actual scan comparison",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://plustek.com/us/products/film-photo-scanners/opticfilm-8200i-ai/",
          "title": "Plustek OpticFilm 8200i — Product page",
          "type": "Product page",
          "author": "Plustek",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Plustek OpticFilm 8200i projects, compatibility & setup",
        "description": "A custom backend operates the film scanner and its infrared dust-removal channel. The scanning backend and editing application run on a Linux computer.",
        "bestFor": "Film scanner. Rescue family film negatives with a custom scanner stack.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "The scanning backend and editing application run on a Linux computer.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "The scanning backend and editing application run on a Linux computer."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Product page. The product page does not guarantee the GL128 hardware revision; confirm chipset before purchase. Photo and manufacturer destination show the Ai bundle. The creator specifies the 8200i family with Genesys GL128, not a software bundle; verify the chipset before buying. Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Confirm the Genesys GL128 chipset: older scanners with the same model name differ. Upstream SANE support also exists."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Plustek+OpticFilm+8200i",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "negative-vibes-scanner",
        "shoppingItem": 0,
        "hardwareUrl": "https://plustek.com/us/products/film-photo-scanners/opticfilm-8200i-ai/",
        "modelMatch": "Product page",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/plustek-opticfilm-8200i/",
      "markdownUrl": "https://atomsforagents.com/devices/plustek-opticfilm-8200i.md"
    },
    {
      "slug": "seeed-wio-terminal",
      "name": "Seeed Studio Wio Terminal",
      "model": "Seeed Studio Wio Terminal",
      "maker": "Seeed Studio",
      "category": "displays",
      "number": "73",
      "image": "/images/project-media/wio-weather-clock-063a8a25fe-1200.webp",
      "imageAlt": "Network clock and weather information displayed on Wio Terminal",
      "imageCredit": "Seeed Studio · creator demonstration",
      "imageSource": "https://sensecraft.seeed.cc/blog/en/posts/ai-iot-projects-codecraft-wio-terminal/",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Weather clock with offline fallback",
      "summary": "The Wio Terminal becomes a dedicated weather clock with offline timekeeping. Clock and display firmware runs on the Wio Terminal; network services supply remote data. Related projects show: Weather clock with offline fallback; Physical coding-agent usage meter.",
      "route": "Custom device firmware",
      "effort": "Tinkering required",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://www.seeedstudio.com/Wio-Terminal-p-4509.html",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Product page.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "The Wio Terminal becomes a dedicated weather clock with offline timekeeping. Clock and display firmware runs on the Wio Terminal; network services supply remote data. Related projects show: Weather clock with offline fallback; Physical coding-agent usage meter.",
      "projects": [
        "Weather clock with offline fallback",
        "Physical coding-agent usage meter"
      ],
      "needs": [
        "Seeed Studio Wio Terminal",
        "Required: USB-C data cable. A charge-only cable cannot flash firmware. Check package contents before ordering a second cable. Example requires a USB-A host port. If your computer has only USB-C, use an appropriate USB-C data cable instead. Reuse the device’s included cable where possible; this is not a standalone power-supply recommendation.",
        "Tool: Computer for setup. ",
        "Required: Wi-Fi network. ",
        "Conditional: USB power source. USB power is needed for untethered desk use; a battery is not assumed included."
      ],
      "caveats": [
        "Check weather-service access and credentials. This is a manufacturer showcase, not an independent test.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": " "
        },
        {
          "title": "Read the creator’s setup",
          "body": "Check weather-service access and credentials. This is a manufacturer showcase, not an independent test."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan weather clock with offline fallback using Seeed Studio Wio Terminal. Read https://sensecraft.seeed.cc/blog/en/posts/ai-iot-projects-codecraft-wio-terminal/ and its supporting sources first. Clock and display firmware runs on the Wio Terminal; network services supply remote data. Check weather-service access and credentials. This is a manufacturer showcase, not an independent test. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://sensecraft.seeed.cc/blog/en/posts/ai-iot-projects-codecraft-wio-terminal/",
          "title": "Weather clock with offline fallback",
          "type": "Build story",
          "author": "Seeed Studio · creator demonstration",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://sensecraft.seeed.cc/ai/view-application/12030-network-clock-and-weather-display?tab=public&from=application-store",
          "title": "Weather clock with offline fallback — supporting source",
          "type": "Project reference",
          "author": "Seeed Studio · creator demonstration",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://www.seeedstudio.com/Wio-Terminal-p-4509.html",
          "title": "Seeed Studio Wio Terminal — Product page",
          "type": "Product page",
          "author": "Seeed Studio",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "pixel-status",
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Seeed Studio Wio Terminal projects, compatibility & setup",
        "description": "The Wio Terminal becomes a dedicated weather clock with offline timekeeping. Clock and display firmware runs on the Wio Terminal; network services supply remote data. Related projects show: Weather clock with offline fallback; Physical coding-agent usage meter.",
        "bestFor": "Integrated screen, controls and wireless board. Weather clock with offline fallback.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "Clock and display firmware runs on the Wio Terminal; network services supply remote data.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Clock and display firmware runs on the Wio Terminal; network services supply remote data."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Product page.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Check weather-service access and credentials. This is a manufacturer showcase, not an independent test."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Seeed+Studio+Wio+Terminal",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "wio-weather-clock",
        "shoppingItem": 0,
        "hardwareUrl": "https://www.seeedstudio.com/Wio-Terminal-p-4509.html",
        "modelMatch": "Product page",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/seeed-wio-terminal/",
      "markdownUrl": "https://atomsforagents.com/devices/seeed-wio-terminal.md"
    },
    {
      "slug": "elgato-key-light",
      "name": "Elgato Key Light",
      "model": "Elgato Key Light",
      "maker": "Elgato",
      "category": "lights",
      "number": "74",
      "image": "/images/catalog-sync/elgato-key-light.webp",
      "imageAlt": "Elgato Key Light product photo",
      "imageCredit": "Elgato / linked hardware source · product photo",
      "imageSource": "https://www.elgato.com/us/en/p/key-light",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Native Linux controls for a studio light",
      "summary": "Linux controls operate the real Wi-Fi studio light. The custom controls run on a Linux computer, not inside the lamp. Related projects show: Native Linux controls for a studio light; One control for mixed-brand office lights and home routines.",
      "route": "GNOME controller over Wi-Fi",
      "effort": "Tinkering required",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://www.elgato.com/us/en/p/key-light",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Product page.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "Linux controls operate the real Wi-Fi studio light. The custom controls run on a Linux computer, not inside the lamp. Related projects show: Native Linux controls for a studio light; One control for mixed-brand office lights and home routines.",
      "projects": [
        "Native Linux controls for a studio light",
        "One control for mixed-brand office lights and home routines"
      ],
      "needs": [
        "Elgato Key Light",
        "Required: Linux computer with GNOME Shell. Run the extension.",
        "Required: Wi-Fi network. ",
        "Required: Device power supply. Use the lamp’s supplied power brick.",
        "Conditional: Lamp mount. Check whether the arm/clamp is included in a used unit."
      ],
      "caveats": [
        "Host-side controls, not software running on the lamp. The source names Claude but not its exact interface.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": " "
        },
        {
          "title": "Read the creator’s setup",
          "body": "Host-side controls, not software running on the lamp. The source names Claude but not its exact interface."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan native linux controls for a studio light using Elgato Key Light. Read https://blogs.gnome.org/uraeus/2026/03/23/using-ai-to-create-some-hardware-tools-and-bring-back-the-past/ and its supporting sources first. The custom controls run on a Linux computer, not inside the lamp. Host-side controls, not software running on the lamp. The source names Claude but not its exact interface. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://blogs.gnome.org/uraeus/2026/03/23/using-ai-to-create-some-hardware-tools-and-bring-back-the-past/",
          "title": "Native Linux controls for a studio light",
          "type": "Build story",
          "author": "Christian F. K. Schaller · lighting controls",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://gitlab.com/cschalle/gnome-shell-elgato-light-controller",
          "title": "Native Linux controls for a studio light — supporting source",
          "type": "Project reference",
          "author": "Christian F. K. Schaller · lighting controls",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://www.theverge.com/report/869318/claude-vibe-coding-home-assistant-smart-home",
          "title": "One control for mixed-brand office lights and home routines",
          "type": "Build story",
          "author": "Jennifer Pattison Tuohy / The Verge",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/homeassistant-ai/ha-mcp",
          "title": "One control for mixed-brand office lights and home routines — supporting source",
          "type": "Project reference",
          "author": "Jennifer Pattison Tuohy / The Verge",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://www.elgato.com/us/en/p/key-light",
          "title": "Elgato Key Light — Product page",
          "type": "Product page",
          "author": "Elgato",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Elgato Key Light projects, compatibility & setup",
        "description": "Linux controls operate the real Wi-Fi studio light. The custom controls run on a Linux computer, not inside the lamp. Related projects show: Native Linux controls for a studio light; One control for mixed-brand office lights and home routines.",
        "bestFor": "Network-addressable lamp. Native Linux controls for a studio light.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "The custom controls run on a Linux computer, not inside the lamp.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "The custom controls run on a Linux computer, not inside the lamp."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Product page.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Host-side controls, not software running on the lamp. The source names Claude but not its exact interface."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Elgato+Key+Light",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "elgato-linux-light",
        "shoppingItem": 0,
        "hardwareUrl": "https://www.elgato.com/us/en/p/key-light",
        "modelMatch": "Product page",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/elgato-key-light/",
      "markdownUrl": "https://atomsforagents.com/devices/elgato-key-light.md"
    },
    {
      "slug": "unitree-go2",
      "name": "Unitree Go2",
      "model": "Unitree Go2",
      "maker": "Unitree",
      "category": "robots-toys",
      "number": "75",
      "image": "/images/project-media/go2-ball-controller-63e80f88b9-1200.webp",
      "imageAlt": "Unitree Go2 robot dog in the Project Fetch experiment",
      "imageCredit": "Anthropic · Project Fetch",
      "imageSource": "https://www.anthropic.com/research/project-fetch-robot-dog",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Robot dog video controller and autonomous ball approach",
      "summary": "Custom code uses the robot’s camera, sensors and motors to approach and move a ball. A separate computer supplies custom camera, sensor and motion-control logic.",
      "route": "Supervised robot-control software",
      "effort": "Advanced setup",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://www.unitree.com/go2/",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Product family; robot edition not disclosed. Air/Pro/EDU edition and firmware were not disclosed; SDK access must be checked before buying. The project identifies the Go2 family but not its edition. Confirm SDK access and edition-specific capabilities before purchasing. Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "Custom code uses the robot’s camera, sensors and motors to approach and move a ball. A separate computer supplies custom camera, sensor and motion-control logic.",
      "projects": [
        "Robot dog video controller and autonomous ball approach"
      ],
      "needs": [
        "Unitree Go2",
        "Required: Laptop for robot control. Run control code and sensor streams.",
        "Required: Beach ball. The experiment used a green ball for Team Claude; size not stated.",
        "Required: Manufacturer controller or control phone. ",
        "Required: Device power supply. Use the robot’s original battery and charger; inspect a used robot’s battery.",
        "Required: Clear test area and accessible emergency stop. No autonomous unattended operation; establish and test stop behavior before motion."
      ],
      "caveats": [
        "Full autonomous fetch was not completed. Keep a human supervisor and a clear operating area; collision hazards remain.",
        "Air/Pro/EDU edition and firmware were not disclosed; SDK access must be checked before buying.",
        "The project identifies the Go2 family but not its edition. Confirm SDK access and edition-specific capabilities before purchasing.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": "Air/Pro/EDU edition and firmware were not disclosed; SDK access must be checked before buying. The project identifies the Go2 family but not its edition. Confirm SDK access and edition-specific capabilities before purchasing."
        },
        {
          "title": "Read the creator’s setup",
          "body": "Full autonomous fetch was not completed. Keep a human supervisor and a clear operating area; collision hazards remain."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan robot dog video controller and autonomous ball approach using Unitree Go2. Read https://www.anthropic.com/research/project-fetch-robot-dog and its supporting sources first. A separate computer supplies custom camera, sensor and motion-control logic. Full autonomous fetch was not completed. Keep a human supervisor and a clear operating area; collision hazards remain. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://www.anthropic.com/research/project-fetch-robot-dog",
          "title": "Robot dog video controller and autonomous ball approach",
          "type": "Build story",
          "author": "Anthropic · Project Fetch",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://www.anthropic.com/research/claude-plays-robotics",
          "title": "Robot dog video controller and autonomous ball approach — supporting source",
          "type": "Project reference",
          "author": "Anthropic · Project Fetch",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://www.unitree.com/go2/",
          "title": "Unitree Go2 — Product family; robot edition not disclosed",
          "type": "Product page",
          "author": "Unitree",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Unitree Go2 projects, compatibility & setup",
        "description": "Custom code uses the robot’s camera, sensors and motors to approach and move a ball. A separate computer supplies custom camera, sensor and motion-control logic.",
        "bestFor": "Robot with onboard camera and LiDAR. Robot dog video controller and autonomous ball approach.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "A separate computer supplies custom camera, sensor and motion-control logic.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "A separate computer supplies custom camera, sensor and motion-control logic."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Product family; robot edition not disclosed. Air/Pro/EDU edition and firmware were not disclosed; SDK access must be checked before buying. The project identifies the Go2 family but not its edition. Confirm SDK access and edition-specific capabilities before purchasing. Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Full autonomous fetch was not completed. Keep a human supervisor and a clear operating area; collision hazards remain."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Unitree+Go2",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "go2-ball-controller",
        "shoppingItem": 0,
        "hardwareUrl": "https://www.unitree.com/go2/",
        "modelMatch": "Product family; robot edition not disclosed",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/unitree-go2/",
      "markdownUrl": "https://atomsforagents.com/devices/unitree-go2.md"
    },
    {
      "slug": "bambu-lab-p2s",
      "name": "Bambu Lab P2S",
      "model": "Bambu Lab P2S",
      "maker": "Bambu Lab",
      "category": "printers-machines",
      "number": "76",
      "image": "/images/catalog-sync/bambu-lab-p2s.webp",
      "imageAlt": "Bambu Lab P2S product photo",
      "imageCredit": "Bambu Lab / linked hardware source · product photo",
      "imageSource": "https://us.store.bambulab.com/products/p2s",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Bambuddy: local printer queues, filament tracking and alerts",
      "summary": "Local software monitors and queues jobs on a real 3D printer. Bambuddy runs on a separate host and manages the printer over the local network.",
      "route": "Bambuddy / LAN Developer Mode",
      "effort": "Tinkering required",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://us.store.bambulab.com/products/p2s",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Exact product; combo accessories not required.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "Local software monitors and queues jobs on a real 3D printer. Bambuddy runs on a separate host and manages the printer over the local network.",
      "projects": [
        "Bambuddy: local printer queues, filament tracking and alerts"
      ],
      "needs": [
        "Bambu Lab P2S",
        "Required: Computer / server for Bambuddy. Host the local application.",
        "Required: Local network. ",
        "Required: Compatible filament. Match material to the printer configuration and intended print.",
        "Required: Device power supply. Use the printer’s original mains cable."
      ],
      "caveats": [
        "Review uses P2S. LAN Developer Mode sacrifices cloud features. A historical authentication flaw was reportedly patched; this is not a security audit.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": " "
        },
        {
          "title": "Read the creator’s setup",
          "body": "Review uses P2S. LAN Developer Mode sacrifices cloud features. A historical authentication flaw was reportedly patched; this is not a security audit."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan bambuddy: local printer queues, filament tracking and alerts using Bambu Lab P2S. Read https://www.xda-developers.com/finally-have-full-control-bambu-lab-printer-ditched-bambu-cloud/ and its supporting sources first. Bambuddy runs on a separate host and manages the printer over the local network. Review uses P2S. LAN Developer Mode sacrifices cloud features. A historical authentication flaw was reportedly patched; this is not a security audit. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://www.xda-developers.com/finally-have-full-control-bambu-lab-printer-ditched-bambu-cloud/",
          "title": "Bambuddy: local printer queues, filament tracking and alerts",
          "type": "Build story",
          "author": "Adam Conway / XDA · working printer dashboard",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://www.xda-developers.com/keep-finding-vibe-coded-apps-leak-user-data/",
          "title": "Bambuddy: local printer queues, filament tracking and alerts — supporting source",
          "type": "Project reference",
          "author": "Adam Conway / XDA · working printer dashboard",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://us.store.bambulab.com/products/p2s",
          "title": "Bambu Lab P2S — Exact product; combo accessories not required",
          "type": "Product page",
          "author": "Bambu Lab",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Bambu Lab P2S projects, compatibility & setup",
        "description": "Local software monitors and queues jobs on a real 3D printer. Bambuddy runs on a separate host and manages the printer over the local network.",
        "bestFor": "Printer used in the reviewed setup. Bambuddy: local printer queues, filament tracking and alerts.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "Bambuddy runs on a separate host and manages the printer over the local network.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Bambuddy runs on a separate host and manages the printer over the local network."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Exact product; combo accessories not required.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Review uses P2S. LAN Developer Mode sacrifices cloud features. A historical authentication flaw was reportedly patched; this is not a security audit."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Bambu+Lab+P2S",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "bambuddy-local-printing",
        "shoppingItem": 0,
        "hardwareUrl": "https://us.store.bambulab.com/products/p2s",
        "modelMatch": "Exact product; combo accessories not required",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/bambu-lab-p2s/",
      "markdownUrl": "https://atomsforagents.com/devices/bambu-lab-p2s.md"
    },
    {
      "slug": "m5stack-cardputer-adv",
      "name": "M5Stack Cardputer ADV",
      "model": "M5Stack Cardputer ADV",
      "maker": "M5Stack",
      "category": "displays",
      "number": "77",
      "image": "/images/project-media/cardputer-voice-terminal-5966ff21b2-1200.webp",
      "imageAlt": "M5Stack Cardputer ADV running the voice terminal",
      "imageCredit": "Leon Furze · original build photograph",
      "imageSource": "https://leonfurze.com/2026/06/25/building-a-voice-assistant-with-claude-code",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Pocket push-to-talk translator, voice notebook and computer remote",
      "summary": "The pocket keyboard, microphone, speaker and screen become a push-to-talk terminal. Keyboard, audio and display firmware runs on the Cardputer ADV; the Mac mini handles transcription and responses.",
      "route": "Custom firmware + Mac mini companion",
      "effort": "Tinkering required",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://shop.m5stack.com/products/m5stack-cardputer-adv-version-esp32-s3",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Product page. ADV uses TCA8418 keyboard control and ES8311 audio; original Cardputer drivers are not interchangeable.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "The pocket keyboard, microphone, speaker and screen become a push-to-talk terminal. Keyboard, audio and display firmware runs on the Cardputer ADV; the Mac mini handles transcription and responses.",
      "projects": [
        "Pocket push-to-talk translator, voice notebook and computer remote"
      ],
      "needs": [
        "M5Stack Cardputer ADV",
        "Required: Mac mini. Exact generation/RAM not disclosed; the experiment runs host services on macOS.",
        "Required: USB-C data cable. A charge-only cable cannot flash firmware. Example requires a USB-A host port. If your computer has only USB-C, use an appropriate USB-C data cable instead. Reuse the device’s included cable where possible; this is not a standalone power-supply recommendation.",
        "Required: 2.4 GHz Wi-Fi network. ",
        "Required: Device power supply. Reuse the Mac mini supply and handheld charging arrangement."
      ],
      "caveats": [
        "Advanced setup with a separate Mac mini. The agent has broad host access; spoken confirmation is prompt-based, not a security boundary. The creator reset the device after the experiment.",
        "ADV uses TCA8418 keyboard control and ES8311 audio; original Cardputer drivers are not interchangeable.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": "ADV uses TCA8418 keyboard control and ES8311 audio; original Cardputer drivers are not interchangeable. "
        },
        {
          "title": "Read the creator’s setup",
          "body": "Advanced setup with a separate Mac mini. The agent has broad host access; spoken confirmation is prompt-based, not a security boundary. The creator reset the device after the experiment."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan pocket push-to-talk translator, voice notebook and computer remote using M5Stack Cardputer ADV. Read https://leonfurze.com/2026/06/25/building-a-voice-assistant-with-claude-code and its supporting sources first. Keyboard, audio and display firmware runs on the Cardputer ADV; the Mac mini handles transcription and responses. Advanced setup with a separate Mac mini. The agent has broad host access; spoken confirmation is prompt-based, not a security boundary. The creator reset the device after the experiment. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://leonfurze.com/2026/06/25/building-a-voice-assistant-with-claude-code",
          "title": "Pocket push-to-talk translator, voice notebook and computer remote",
          "type": "Build story",
          "author": "Leon Furze · original build photograph",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/lfurze/cardputer-voice-assistant",
          "title": "Pocket push-to-talk translator, voice notebook and computer remote — supporting source",
          "type": "Project reference",
          "author": "Leon Furze · original build photograph",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://shop.m5stack.com/products/m5stack-cardputer-adv-version-esp32-s3",
          "title": "M5Stack Cardputer ADV — Product page",
          "type": "Product page",
          "author": "M5Stack",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "pixel-status",
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "M5Stack Cardputer ADV projects, compatibility & setup",
        "description": "The pocket keyboard, microphone, speaker and screen become a push-to-talk terminal. Keyboard, audio and display firmware runs on the Cardputer ADV; the Mac mini handles transcription and responses.",
        "bestFor": "Handheld voice interface. Pocket push-to-talk translator, voice notebook and computer remote.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "Keyboard, audio and display firmware runs on the Cardputer ADV; the Mac mini handles transcription and responses.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Keyboard, audio and display firmware runs on the Cardputer ADV; the Mac mini handles transcription and responses."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Product page. ADV uses TCA8418 keyboard control and ES8311 audio; original Cardputer drivers are not interchangeable.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Advanced setup with a separate Mac mini. The agent has broad host access; spoken confirmation is prompt-based, not a security boundary. The creator reset the device after the experiment."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=M5Stack+Cardputer+ADV",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "cardputer-voice-terminal",
        "shoppingItem": 0,
        "hardwareUrl": "https://shop.m5stack.com/products/m5stack-cardputer-adv-version-esp32-s3",
        "modelMatch": "Product page",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/m5stack-cardputer-adv/",
      "markdownUrl": "https://atomsforagents.com/devices/m5stack-cardputer-adv.md"
    },
    {
      "slug": "css-cansub-2",
      "name": "CSS Electronics CANsub.2",
      "model": "CSS Electronics CANsub.2",
      "maker": "CSS Electronics",
      "category": "cameras-sensors",
      "number": "78",
      "image": "/images/project-media/cansub-signal-decoder-04f9e462f5-1200.webp",
      "imageAlt": "CANsub.2 with OBD2-DB9 cable",
      "imageCredit": "CSS Electronics · demonstrated hardware setup",
      "imageSource": "https://www.csselectronics.com/pages/can-bus-reverse-engineering-ai-llm-claude",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Decode real car and gauge signals with a custom CAN sniffer",
      "summary": "A physical CAN interface captures signals from a vehicle or test gauges for decoding. The CAN interface captures traffic; decoding and visualization run on a separate computer.",
      "route": "Listen-only CAN capture and host tools",
      "effort": "Advanced setup",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://www.csselectronics.com/products/can-fd-usb-interface-ethernet-cansub-2",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Product page.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "A physical CAN interface captures signals from a vehicle or test gauges for decoding. The CAN interface captures traffic; decoding and visualization run on a separate computer.",
      "projects": [
        "Decode real car and gauge signals with a custom CAN sniffer"
      ],
      "needs": [
        "CSS Electronics CANsub.2",
        "Required: OBD2-to-DB9 adapter cable. ",
        "Required: USB (CANsub-compatible) data cable. Connect the CANsub to the analysis computer.",
        "Required: Computer for capture and decoding. Run webCAN / Python capture tools.",
        "Required: Vehicle / live CAN source. Creator’s live example used an Opel Astra; access to proprietary CAN data differs by vehicle."
      ],
      "caveats": [
        "Use listen-only capture. Wiring and reference signals require expertise; decoded results are not safety-certified. Do not transmit control commands to a vehicle.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": " "
        },
        {
          "title": "Read the creator’s setup",
          "body": "Use listen-only capture. Wiring and reference signals require expertise; decoded results are not safety-certified. Do not transmit control commands to a vehicle."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan decode real car and gauge signals with a custom can sniffer using CSS Electronics CANsub.2. Read https://www.csselectronics.com/pages/can-bus-reverse-engineering-ai-llm-claude and its supporting sources first. The CAN interface captures traffic; decoding and visualization run on a separate computer. Use listen-only capture. Wiring and reference signals require expertise; decoded results are not safety-certified. Do not transmit control commands to a vehicle. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://www.csselectronics.com/pages/can-bus-reverse-engineering-ai-llm-claude",
          "title": "Decode real car and gauge signals with a custom CAN sniffer",
          "type": "Build story",
          "author": "CSS Electronics · demonstrated hardware setup",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/CSS-Electronics/can-bus-reverse-engineering-skills",
          "title": "Decode real car and gauge signals with a custom CAN sniffer — supporting source",
          "type": "Project reference",
          "author": "CSS Electronics · demonstrated hardware setup",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://www.csselectronics.com/products/can-fd-usb-interface-ethernet-cansub-2",
          "title": "CSS Electronics CANsub.2 — Product page",
          "type": "Product page",
          "author": "CSS Electronics",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "CSS Electronics CANsub.2 projects, compatibility & setup",
        "description": "A physical CAN interface captures signals from a vehicle or test gauges for decoding. The CAN interface captures traffic; decoding and visualization run on a separate computer.",
        "bestFor": "Capture CAN traffic. Decode real car and gauge signals with a custom CAN sniffer.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "The CAN interface captures traffic; decoding and visualization run on a separate computer.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "The CAN interface captures traffic; decoding and visualization run on a separate computer."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Product page.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Use listen-only capture. Wiring and reference signals require expertise; decoded results are not safety-certified. Do not transmit control commands to a vehicle."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=CSS+Electronics+CANsub.2",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "cansub-signal-decoder",
        "shoppingItem": 0,
        "hardwareUrl": "https://www.csselectronics.com/products/can-fd-usb-interface-ethernet-cansub-2",
        "modelMatch": "Product page",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/css-cansub-2/",
      "markdownUrl": "https://atomsforagents.com/devices/css-cansub-2.md"
    },
    {
      "slug": "divoom-minitoo",
      "name": "Divoom MiniToo",
      "model": "Divoom MiniToo",
      "maker": "Divoom",
      "category": "displays",
      "number": "79",
      "image": "/images/project-media/minitoo-clauddy-d06a2408f4-1200.webp",
      "imageAlt": "Divoom MiniToo showing the working status beside a laptop",
      "imageCredit": "bugzmanov · frame from creator demo",
      "imageSource": "https://github.com/bugzmanov/divoom-minitoo",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Clauddy: turn a MiniToo into a physical coding-status notifier",
      "summary": "Bluetooth switches the physical pixel display between working, waiting and idle faces. Host-side hooks switch the MiniToo clock faces over Bluetooth; the display retains its firmware.",
      "route": "macOS Bluetooth / Clauddy hooks",
      "effort": "Tinkering required",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://divoom.com/products/minitoo/",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Product page.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "Bluetooth switches the physical pixel display between working, waiting and idle faces. Host-side hooks switch the MiniToo clock faces over Bluetooth; the display retains its firmware.",
      "projects": [
        "Clauddy: turn a MiniToo into a physical coding-status notifier"
      ],
      "needs": [
        "Divoom MiniToo",
        "Required: Mac with Bluetooth. Run the reverse-engineered display bridge.",
        "Required: MiniToo charging cable / USB power. Data is sent over Bluetooth; do not assume the charge port is a USB display interface."
      ],
      "caveats": [
        "macOS only; working-draft, reverse-engineered protocol. Text and repository were reviewed, but the embedded demonstration video did not play.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": " "
        },
        {
          "title": "Read the creator’s setup",
          "body": "macOS only; working-draft, reverse-engineered protocol. Text and repository were reviewed, but the embedded demonstration video did not play."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan clauddy: turn a minitoo into a physical coding-status notifier using Divoom MiniToo. Read https://reddit.com/r/ClaudeAI/comments/1sxaj1t/i_vibe_reverseengineered_my_divoom_minitoos and its supporting sources first. Host-side hooks switch the MiniToo clock faces over Bluetooth; the display retains its firmware. macOS only; working-draft, reverse-engineered protocol. Text and repository were reviewed, but the embedded demonstration video did not play. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://reddit.com/r/ClaudeAI/comments/1sxaj1t/i_vibe_reverseengineered_my_divoom_minitoos",
          "title": "Clauddy: turn a MiniToo into a physical coding-status notifier",
          "type": "Build story",
          "author": "bugzmanov · frame from creator demo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/bugzmanov/divoom-minitoo",
          "title": "Clauddy: turn a MiniToo into a physical coding-status notifier — supporting source",
          "type": "Project reference",
          "author": "bugzmanov · frame from creator demo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://divoom.com/products/minitoo/",
          "title": "Divoom MiniToo — Product page",
          "type": "Product page",
          "author": "Divoom",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "pixel-status",
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Divoom MiniToo projects, compatibility & setup",
        "description": "Bluetooth switches the physical pixel display between working, waiting and idle faces. Host-side hooks switch the MiniToo clock faces over Bluetooth; the display retains its firmware.",
        "bestFor": "160×128 desktop display. Clauddy: turn a MiniToo into a physical coding-status notifier.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "Host-side hooks switch the MiniToo clock faces over Bluetooth; the display retains its firmware.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Host-side hooks switch the MiniToo clock faces over Bluetooth; the display retains its firmware."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Product page.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "macOS only; working-draft, reverse-engineered protocol. Text and repository were reviewed, but the embedded demonstration video did not play."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Divoom+MiniToo",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "minitoo-clauddy",
        "shoppingItem": 0,
        "hardwareUrl": "https://divoom.com/products/minitoo/",
        "modelMatch": "Product page",
        "reviewedAt": "2026-11-04"
      },
      "codingUse": {
        "summary": "A small desk display used by the community Clauddy project to show coding-agent status away from the terminal.",
        "needs": "The MiniToo and the community project’s host software, connection method, and agent hooks. Follow the linked build for exact prerequisites.",
        "caveat": "Not a plug-and-play official Claude accessory. This uses reverse-engineered community software; compatibility can change with firmware."
      },
      "url": "https://atomsforagents.com/devices/divoom-minitoo/",
      "markdownUrl": "https://atomsforagents.com/devices/divoom-minitoo.md"
    },
    {
      "slug": "m5stack-tab5",
      "name": "M5Stack Tab5",
      "model": "M5Stack Tab5",
      "maker": "M5Stack",
      "category": "displays",
      "number": "80",
      "image": "/images/project-media/responder-nav-field-computer-de708afe75-900.webp",
      "imageAlt": "Alberto Cajiao's Responder NAV field computer built around an M5Stack Tab5",
      "imageCredit": "Alberto Cajiao · original project photo via Hackster",
      "imageSource": "https://hackster.io/albertocajiaoac/responder-nav-an-expandable-offline-field-computer-28db01",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Responder NAV: an offline field computer",
      "summary": "The Tab5 runs custom firmware that reads GPS and radio modules and connects to external RTL-SDR and ELM327 OBD-II adapters. Its physical screen and keyboard bring the field tools together in one portable device. Custom firmware runs on the Tab5. Navigation and radio functions need the specified external modules. Related projects show: Responder NAV: an offline field computer; Control an Android device from a standalone Tab5.",
      "route": "Custom ESP32-P4 firmware",
      "effort": "Advanced setup",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://shop.m5stack.com/products/m5stack-tab5-iot-development-kit-esp32-p4",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Product page.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "The Tab5 runs custom firmware that reads GPS and radio modules and connects to external RTL-SDR and ELM327 OBD-II adapters. Its physical screen and keyboard bring the field tools together in one portable device. Custom firmware runs on the Tab5. Navigation and radio functions need the specified external modules. Related projects show: Responder NAV: an offline field computer; Control an Android device from a standalone Tab5.",
      "projects": [
        "Responder NAV: an offline field computer",
        "Control an Android device from a standalone Tab5"
      ],
      "needs": [
        "M5Stack Tab5",
        "Required: Tab5 Keyboard (A164). ",
        "Required: microSD card. FAT32 or exFAT; copy the repository’s sdcard folder to the card root.",
        "Required: USB-C data cable. A charge-only cable cannot flash firmware. Example requires a USB-A host port. If your computer has only USB-C, use an appropriate USB-C data cable instead. Reuse the device’s included cable where possible; this is not a standalone power-supply recommendation.",
        "Tool: Computer for setup. ",
        "Conditional: M5Stack Module GPS V2.0 with external antenna (AT6668). V2.0 is end of life; V2.1 is not automatically a verified replacement.",
        "Conditional: M5Stack U184-US915 LORAWAN-US915. US915 only; includes the manufacturer antenna and HY2.0-4P cable. Confirm legality and the Tab5 connection for your configuration; do not substitute EU868.",
        "Conditional: RTL2832U receiver with R820T / R820T2 tuner. Repository’s hardware guide specifies this target. The article also names Blog V4; do not assume V4 compatibility.",
        "Conditional: USB ELM327 OBD-II adapter. Exact USB serial bridge, vehicle and protocol support must be verified.",
        "Conditional: Radio antennas and matched connectors. Choose the correct bands and connectors; the GPS listing includes its own external antenna.",
        "Conditional: Powered USB hub / stable peripheral power. An unpowered hub may cause brownouts; foreground USB apps share the host controller.",
        "Required: 3D-printed enclosure and assembly hardware. Exact fastener counts depend on the enclosure revision.",
        "Conditional: Tab5 power / NP-F550 battery. Standard Tab5 has no battery; Tab5 Kit includes NP-F550. Check the selected bundle and peripheral load."
      ],
      "caveats": [
        "This is an expandable prototype, not a finished appliance. Different features need their own modules or USB adapters, and the enclosure is 3D printed. The article names both RTL2832U/R820T2 and RTL-SDR Blog V4 hardware; check the repository for the supported receiver. Radio frequencies and transmission rules vary by location. Vehicle functions are diagnostic; do not operate the device while driving.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": " "
        },
        {
          "title": "Read the creator’s setup",
          "body": "This is an expandable prototype, not a finished appliance. Different features need their own modules or USB adapters, and the enclosure is 3D printed. The article names both RTL2832U/R820T2 and RTL-SDR Blog V4 hardware; check the repository for the supported receiver. Radio frequencies and transmission rules vary by location. Vehicle functions are diagnostic; do not operate the device while driving."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan responder nav: an offline field computer using M5Stack Tab5. Read https://hackster.io/albertocajiaoac/responder-nav-an-expandable-offline-field-computer-28db01 and its supporting sources first. Custom firmware runs on the Tab5. Navigation and radio functions need the specified external modules. This is an expandable prototype, not a finished appliance. Different features need their own modules or USB adapters, and the enclosure is 3D printed. The article names both RTL2832U/R820T2 and RTL-SDR Blog V4 hardware; check the repository for the supported receiver. Radio frequencies and transmission rules vary by location. Vehicle functions are diagnostic; do not operate the device while driving. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://hackster.io/albertocajiaoac/responder-nav-an-expandable-offline-field-computer-28db01",
          "title": "Responder NAV: an offline field computer",
          "type": "Build story",
          "author": "Alberto Cajiao · original project photo via Hackster",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/fistulareffigy/Responder-NAV-Field-Computer",
          "title": "Responder NAV: an offline field computer — supporting source",
          "type": "Project reference",
          "author": "Alberto Cajiao · original project photo via Hackster",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/Hiroki-Kawakami/Tab5-ADB/blob/main/docs/user-guide.md",
          "title": "Control an Android device from a standalone Tab5 — supporting source",
          "type": "Project reference",
          "author": "Hiroki Kawakami · original project photo via Hackster",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://shop.m5stack.com/products/m5stack-tab5-iot-development-kit-esp32-p4",
          "title": "M5Stack Tab5 — Product page",
          "type": "Product page",
          "author": "M5Stack",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "tablets",
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "M5Stack Tab5 projects, compatibility & setup",
        "description": "The Tab5 runs custom firmware that reads GPS and radio modules and connects to external RTL-SDR and ELM327 OBD-II adapters. Its physical screen and keyboard bring the field tools together in one portable device. Custom firmware runs on the Tab5. Navigation and radio functions need the specified exte",
        "bestFor": "ESP32-P4 field-computer base. Responder NAV: an offline field computer.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "Custom firmware runs on the Tab5. Navigation and radio functions need the specified external modules.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Custom firmware runs on the Tab5. Navigation and radio functions need the specified external modules."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Product page.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "This is an expandable prototype, not a finished appliance. Different features need their own modules or USB adapters, and the enclosure is 3D printed. The article names both RTL2832U/R820T2 and RTL-SDR Blog V4 hardware; check the repository for the supported receiver. Radio frequencies and transmission rules vary by location. Vehicle functions are diagnostic; do not operate the device while driving."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=M5Stack+Tab5",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "responder-nav-field-computer",
        "shoppingItem": 0,
        "hardwareUrl": "https://shop.m5stack.com/products/m5stack-tab5-iot-development-kit-esp32-p4",
        "modelMatch": "Product page",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/m5stack-tab5/",
      "markdownUrl": "https://atomsforagents.com/devices/m5stack-tab5.md"
    },
    {
      "slug": "m5papers3",
      "name": "M5PaperS3",
      "model": "M5PaperS3",
      "maker": "M5Stack",
      "category": "displays",
      "number": "81",
      "image": "/images/project-media/m5papers3-gameboy-jit-dde45eb7b7-900.webp",
      "imageAlt": "Wenting Zhang's M5PaperS3 running a Game Boy game on its e-paper display",
      "imageCredit": "Wenting Zhang · original project photo via Hackster",
      "imageSource": "https://hackster.io/wenting-zhang/60fps-eink-gameboy-emulator-on-m5papers3-57e4e5",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Game Boy gaming on an e-paper handheld",
      "summary": "The ESP32-S3 drives the M5PaperS3's raw e-paper interface at a high refresh rate, provides touch controls and plays buzzer audio. A proof-of-concept compiler translates Game Boy instructions into Xtensa LX7 instructions. The emulator and experimental JIT run on the ESP32-S3 inside the M5PaperS3.",
      "route": "Custom emulator firmware",
      "effort": "Advanced setup",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://shop.m5stack.com/products/m5papers3-esp32s3-development-kit",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Product page. Creator and manufacturer mark this device end of life. PaperMono or another successor is not a verified drop-in target. The manufacturer and creator identify this model as end-of-life; check remaining stock or used listings. Do not silently substitute a newer model. Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "The ESP32-S3 drives the M5PaperS3's raw e-paper interface at a high refresh rate, provides touch controls and plays buzzer audio. A proof-of-concept compiler translates Game Boy instructions into Xtensa LX7 instructions. The emulator and experimental JIT run on the ESP32-S3 inside the M5PaperS3.",
      "projects": [
        "Game Boy gaming on an e-paper handheld"
      ],
      "needs": [
        "M5PaperS3",
        "Required: microSD card. Store authorized game data and saves; confirm the emulator’s card-format requirements.",
        "Required: USB-C data cable. A charge-only cable cannot flash firmware. Example requires a USB-A host port. If your computer has only USB-C, use an appropriate USB-C data cable instead. Reuse the device’s included cable where possible; this is not a standalone power-supply recommendation.",
        "Tool: Computer for setup. "
      ],
      "caveats": [
        "Claude Code's documented contribution is Yukidama's experimental JIT compiler, not the entire emulator or display driver. Compatibility is largely untested and frame rate varies; 60 Hz panel driving does not guarantee every game runs at 60 fps. Bluetooth controller support is experimental. Save explicitly before powering off. The creator reports M5PaperS3 is end-of-life. Use game data you have the right to use.",
        "Creator and manufacturer mark this device end of life. PaperMono or another successor is not a verified drop-in target.",
        "The manufacturer and creator identify this model as end-of-life; check remaining stock or used listings. Do not silently substitute a newer model.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": "Creator and manufacturer mark this device end of life. PaperMono or another successor is not a verified drop-in target. The manufacturer and creator identify this model as end-of-life; check remaining stock or used listings. Do not silently substitute a newer model."
        },
        {
          "title": "Read the creator’s setup",
          "body": "Claude Code's documented contribution is Yukidama's experimental JIT compiler, not the entire emulator or display driver. Compatibility is largely untested and frame rate varies; 60 Hz panel driving does not guarantee every game runs at 60 fps. Bluetooth controller support is experimental. Save explicitly before powering off. The creator reports M5PaperS3 is end-of-life. Use game data you have the right to use."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan game boy gaming on an e-paper handheld using M5PaperS3. Read https://hackster.io/wenting-zhang/60fps-eink-gameboy-emulator-on-m5papers3-57e4e5 and its supporting sources first. The emulator and experimental JIT run on the ESP32-S3 inside the M5PaperS3. Claude Code's documented contribution is Yukidama's experimental JIT compiler, not the entire emulator or display driver. Compatibility is largely untested and frame rate varies; 60 Hz panel driving does not guarantee every game runs at 60 fps. Bluetooth controller support is experimental. Save explicitly before powering off. The creator reports M5PaperS3 is end-of-life. Use game data you have the right to use. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://hackster.io/wenting-zhang/60fps-eink-gameboy-emulator-on-m5papers3-57e4e5",
          "title": "Game Boy gaming on an e-paper handheld",
          "type": "Build story",
          "author": "Wenting Zhang · original project photo via Hackster",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://shop.m5stack.com/products/m5papers3-esp32s3-development-kit",
          "title": "M5PaperS3 — Product page",
          "type": "Product page",
          "author": "M5Stack",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "e-paper",
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "M5PaperS3 projects, compatibility & setup",
        "description": "The ESP32-S3 drives the M5PaperS3's raw e-paper interface at a high refresh rate, provides touch controls and plays buzzer audio. A proof-of-concept compiler translates Game Boy instructions into Xtensa LX7 instructions. The emulator and experimental JIT run on the ESP32-S3 inside the M5PaperS3.",
        "bestFor": "Original e-paper device. Game Boy gaming on an e-paper handheld.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "The emulator and experimental JIT run on the ESP32-S3 inside the M5PaperS3.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "The emulator and experimental JIT run on the ESP32-S3 inside the M5PaperS3."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Product page. Creator and manufacturer mark this device end of life. PaperMono or another successor is not a verified drop-in target. The manufacturer and creator identify this model as end-of-life; check remaining stock or used listings. Do not silently substitute a newer model. Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Claude Code's documented contribution is Yukidama's experimental JIT compiler, not the entire emulator or display driver. Compatibility is largely untested and frame rate varies; 60 Hz panel driving does not guarantee every game runs at 60 fps. Bluetooth controller support is experimental. Save explicitly before powering off. The creator reports M5PaperS3 is end-of-life. Use game data you have the right to use."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=M5PaperS3",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "m5papers3-gameboy-jit",
        "shoppingItem": 0,
        "hardwareUrl": "https://shop.m5stack.com/products/m5papers3-esp32s3-development-kit",
        "modelMatch": "Product page",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/m5papers3/",
      "markdownUrl": "https://atomsforagents.com/devices/m5papers3.md"
    },
    {
      "slug": "m5stack-cores3-se",
      "name": "M5Stack CoreS3 SE",
      "model": "CoreS3 SE (K128-SE)",
      "maker": "M5Stack",
      "category": "displays",
      "number": "82",
      "image": "/images/catalog-sync/m5stack-cores3-se.webp",
      "imageAlt": "M5Stack CoreS3 SE product photo",
      "imageCredit": "M5Stack / linked hardware source · product photo",
      "imageSource": "https://shop.m5stack.com/products/m5stack-cores3-se-iot-controller-w-o-battery-bottom",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Record dreams on a bedside touchscreen",
      "summary": "The CoreS3 SE provides a microphone, touchscreen and Wi-Fi connection for recording a dream, sending it to cloud services and displaying generated illustrations. Recording and screen firmware runs on CoreS3 SE; transcription and image generation depend on separate services.",
      "route": "Custom firmware + cloud services",
      "effort": "Tinkering required",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://shop.m5stack.com/products/m5stack-cores3-se-iot-controller-w-o-battery-bottom",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Exact K128-SE; manufacturer product page. SE version is sold without the battery bottom used by some Core kits. Manufacturer confirms USB-C, ES7210 microphone inputs and no battery bottom. The power bank remains the documented demo route.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "The CoreS3 SE provides a microphone, touchscreen and Wi-Fi connection for recording a dream, sending it to cloud services and displaying generated illustrations. Recording and screen firmware runs on CoreS3 SE; transcription and image generation depend on separate services.",
      "projects": [
        "Record dreams on a bedside touchscreen"
      ],
      "needs": [
        "M5Stack CoreS3 SE",
        "Required: USB-C data cable. A charge-only cable cannot flash firmware. Example requires a USB-A host port. If your computer has only USB-C, use an appropriate USB-C data cable instead. Reuse the device’s included cable where possible; this is not a standalone power-supply recommendation.",
        "Required: External USB power bank. Creator explicitly used this because the battery module was missing; capacity/model not specified.",
        "Tool: Computer for setup. ",
        "Required: Wi-Fi network. "
      ],
      "caveats": [
        "Wi-Fi, paid cloud services, firmware flashing and a separately built calendar service are required; demonstrated setup uses an external power bank.",
        "SE version is sold without the battery bottom used by some Core kits. Manufacturer confirms USB-C, ES7210 microphone inputs and no battery bottom. The power bank remains the documented demo route.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": "SE version is sold without the battery bottom used by some Core kits. Manufacturer confirms USB-C, ES7210 microphone inputs and no battery bottom. The power bank remains the documented demo route. "
        },
        {
          "title": "Read the creator’s setup",
          "body": "Wi-Fi, paid cloud services, firmware flashing and a separately built calendar service are required; demonstrated setup uses an external power bank."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan record dreams on a bedside touchscreen using M5Stack CoreS3 SE. Read https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-76ded4f1a1107d49906050e4d5357c551916871062f47d2ef5f373c27271e2d8 and its supporting sources first. Recording and screen firmware runs on CoreS3 SE; transcription and image generation depend on separate services. Wi-Fi, paid cloud services, firmware flashing and a separately built calendar service are required; demonstrated setup uses an external power bank. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-76ded4f1a1107d49906050e4d5357c551916871062f47d2ef5f373c27271e2d8",
          "title": "Record dreams on a bedside touchscreen",
          "type": "Build story",
          "author": "fedesarquis · build photo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://x.com/i/status/2110414012903038993",
          "title": "Record dreams on a bedside touchscreen — supporting source",
          "type": "Project reference",
          "author": "fedesarquis · build photo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://shop.m5stack.com/products/m5stack-cores3-se-iot-controller-w-o-battery-bottom",
          "title": "M5Stack CoreS3 SE — Exact K128-SE; manufacturer product page",
          "type": "Product page",
          "author": "M5Stack",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "pixel-status",
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "M5Stack CoreS3 SE projects, compatibility & setup",
        "description": "The CoreS3 SE provides a microphone, touchscreen and Wi-Fi connection for recording a dream, sending it to cloud services and displaying generated illustrations. Recording and screen firmware runs on CoreS3 SE; transcription and image generation depend on separate services.",
        "bestFor": "Touchscreen and microphone device. Record dreams on a bedside touchscreen.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "Recording and screen firmware runs on CoreS3 SE; transcription and image generation depend on separate services.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Recording and screen firmware runs on CoreS3 SE; transcription and image generation depend on separate services."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Exact K128-SE; manufacturer product page. SE version is sold without the battery bottom used by some Core kits. Manufacturer confirms USB-C, ES7210 microphone inputs and no battery bottom. The power bank remains the documented demo route.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Wi-Fi, paid cloud services, firmware flashing and a separately built calendar service are required; demonstrated setup uses an external power bank."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=M5Stack+CoreS3+SE",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "dream-logger",
        "shoppingItem": 0,
        "hardwareUrl": "https://shop.m5stack.com/products/m5stack-cores3-se-iot-controller-w-o-battery-bottom",
        "modelMatch": "Exact K128-SE; manufacturer product page",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/m5stack-cores3-se/",
      "markdownUrl": "https://atomsforagents.com/devices/m5stack-cores3-se.md"
    },
    {
      "slug": "m5stack-sticks3",
      "name": "M5Stack StickS3",
      "model": "M5Stack StickS3",
      "maker": "M5Stack",
      "category": "displays",
      "number": "83",
      "image": "/images/project-media/ricoh-gr-sticks3-viewfinder-b482722ff3-1200.webp",
      "imageAlt": "A tiny viewfinder for your Ricoh GR — build photo from the creator’s source",
      "imageCredit": "tinker_zhang · build photo",
      "imageSource": "https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-c2ac6e11f54cc9e37f847dda361f3ccefde2cecb6fc800bd6c0cbddc0619cf38",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A tiny viewfinder for your Ricoh GR",
      "summary": "A StickS3 mounted on the camera's hot shoe receives live view over Wi-Fi and sends shutter commands, providing a compact alternative to a phone remote. Firmware on the StickS3 receives live view from a supported Ricoh GR camera and sends shutter commands.",
      "route": "Custom Wi-Fi viewfinder firmware",
      "effort": "Tinkering required",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://shop.m5stack.com/products/m5sticks3-esp32s3-mini-iot-dev-kit",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Product page.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "A StickS3 mounted on the camera's hot shoe receives live view over Wi-Fi and sends shutter commands, providing a compact alternative to a phone remote. Firmware on the StickS3 receives live view from a supported Ricoh GR camera and sends shutter commands.",
      "projects": [
        "A tiny viewfinder for your Ricoh GR"
      ],
      "needs": [
        "M5Stack StickS3",
        "Required: Supported RICOH GR camera. Choose ONE: GR II, GR III/IIIx or GR IV under the repository’s model-specific support matrix. Link is GR IV only; not a recommendation to replace an existing camera.",
        "Required: 3D-printed StickS3 hot-shoe mount. Use STL/STEP from the repository cad folder; do not assume a generic cold-shoe adapter fits.",
        "Required: USB-C data cable. A charge-only cable cannot flash firmware. Example requires a USB-A host port. If your computer has only USB-C, use an appropriate USB-C data cable instead. Reuse the device’s included cable where possible; this is not a standalone power-supply recommendation.",
        "Tool: Computer for setup. "
      ],
      "caveats": [
        "Requires model-specific pairing, firmware and a printed mount. Creator reports physical tests; directory has not repeated them.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": " "
        },
        {
          "title": "Read the creator’s setup",
          "body": "Requires model-specific pairing, firmware and a printed mount. Creator reports physical tests; directory has not repeated them."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan a tiny viewfinder for your ricoh gr using M5Stack StickS3. Read https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-c2ac6e11f54cc9e37f847dda361f3ccefde2cecb6fc800bd6c0cbddc0619cf38 and its supporting sources first. Firmware on the StickS3 receives live view from a supported Ricoh GR camera and sends shutter commands. Requires model-specific pairing, firmware and a printed mount. Creator reports physical tests; directory has not repeated them. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-c2ac6e11f54cc9e37f847dda361f3ccefde2cecb6fc800bd6c0cbddc0619cf38",
          "title": "A tiny viewfinder for your Ricoh GR",
          "type": "Build story",
          "author": "tinker_zhang · build photo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/sky18Dragon/RICOH-GR-Live-View-Shooting",
          "title": "A tiny viewfinder for your Ricoh GR — supporting source",
          "type": "Project reference",
          "author": "tinker_zhang · build photo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://shop.m5stack.com/products/m5sticks3-esp32s3-mini-iot-dev-kit",
          "title": "M5Stack StickS3 — Product page",
          "type": "Product page",
          "author": "M5Stack",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "pixel-status",
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "M5Stack StickS3 projects, compatibility & setup",
        "description": "A StickS3 mounted on the camera's hot shoe receives live view over Wi-Fi and sends shutter commands, providing a compact alternative to a phone remote. Firmware on the StickS3 receives live view from a supported Ricoh GR camera and sends shutter commands.",
        "bestFor": "Wireless viewfinder and shutter controller. A tiny viewfinder for your Ricoh GR.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "Firmware on the StickS3 receives live view from a supported Ricoh GR camera and sends shutter commands.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Firmware on the StickS3 receives live view from a supported Ricoh GR camera and sends shutter commands."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Product page.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Requires model-specific pairing, firmware and a printed mount. Creator reports physical tests; directory has not repeated them."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=M5Stack+StickS3",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "ricoh-gr-sticks3-viewfinder",
        "shoppingItem": 0,
        "hardwareUrl": "https://shop.m5stack.com/products/m5sticks3-esp32s3-mini-iot-dev-kit",
        "modelMatch": "Product page",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/m5stack-sticks3/",
      "markdownUrl": "https://atomsforagents.com/devices/m5stack-sticks3.md"
    },
    {
      "slug": "adr-encoder",
      "name": "ADR Encoder",
      "model": "ADR Encoder",
      "maker": "ADR Encoder",
      "category": "cameras-sensors",
      "number": "84",
      "image": "/images/catalog-sync/adr-encoder.webp",
      "imageAlt": "ADR Encoder product photo",
      "imageCredit": "ADR Encoder / linked hardware source · product photo",
      "imageSource": "https://adrencoder.com/en/linear-position-transducer-vbt?SubmitCurrency=1&id_currency=8",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Give your lifting sensor a voice coach",
      "summary": "An ADR Encoder measures the motion of a lift and passes velocity readings to a Mac over Bluetooth, where a voice interface can discuss the current set. The encoder measures lift motion; the custom bridge and voice interface run on the Mac.",
      "route": "Bluetooth bridge to a Mac",
      "effort": "Tinkering required",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://adrencoder.com/en/linear-position-transducer-vbt?SubmitCurrency=1&id_currency=8",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Exact product family; firmware not disclosed.  The creator identifies the ADR Encoder family, not a firmware revision. Confirm Bluetooth protocol compatibility before ordering. Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "An ADR Encoder measures the motion of a lift and passes velocity readings to a Mac over Bluetooth, where a voice interface can discuss the current set. The encoder measures lift motion; the custom bridge and voice interface run on the Mac.",
      "projects": [
        "Give your lifting sensor a voice coach"
      ],
      "needs": [
        "ADR Encoder",
        "Required: Mac with Bluetooth. ",
        "Required: Training equipment and secure sensor attachment. Attach according to the encoder instructions; coaching output is not an independently validated training prescription."
      ],
      "caveats": [
        "Uses a Mac and Codex Voice. Sensor integration is documented; training recommendations are not independently validated.",
        "The creator identifies the ADR Encoder family, not a firmware revision. Confirm Bluetooth protocol compatibility before ordering.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": " The creator identifies the ADR Encoder family, not a firmware revision. Confirm Bluetooth protocol compatibility before ordering."
        },
        {
          "title": "Read the creator’s setup",
          "body": "Uses a Mac and Codex Voice. Sensor integration is documented; training recommendations are not independently validated."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan give your lifting sensor a voice coach using ADR Encoder. Read https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-36218fe62a49fbc58d46d778c8c1b9e69b25f97cf607dcbc1fe63564b59dd8a2 and its supporting sources first. The encoder measures lift motion; the custom bridge and voice interface run on the Mac. Uses a Mac and Codex Voice. Sensor integration is documented; training recommendations are not independently validated. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-36218fe62a49fbc58d46d778c8c1b9e69b25f97cf607dcbc1fe63564b59dd8a2",
          "title": "Give your lifting sensor a voice coach",
          "type": "Build story",
          "author": "awkward_andyy · build photo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://x.com/i/status/2111585421838754295",
          "title": "Give your lifting sensor a voice coach — supporting source",
          "type": "Project reference",
          "author": "awkward_andyy · build photo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://adrencoder.com/en/linear-position-transducer-vbt?SubmitCurrency=1&id_currency=8",
          "title": "ADR Encoder — Exact product family; firmware not disclosed",
          "type": "Product page",
          "author": "ADR Encoder",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "ADR Encoder projects, compatibility & setup",
        "description": "An ADR Encoder measures the motion of a lift and passes velocity readings to a Mac over Bluetooth, where a voice interface can discuss the current set. The encoder measures lift motion; the custom bridge and voice interface run on the Mac.",
        "bestFor": "Measure bar velocity. Give your lifting sensor a voice coach.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "The encoder measures lift motion; the custom bridge and voice interface run on the Mac.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "The encoder measures lift motion; the custom bridge and voice interface run on the Mac."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Exact product family; firmware not disclosed.  The creator identifies the ADR Encoder family, not a firmware revision. Confirm Bluetooth protocol compatibility before ordering. Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Uses a Mac and Codex Voice. Sensor integration is documented; training recommendations are not independently validated."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=ADR+Encoder",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "adr-velocity-coach",
        "shoppingItem": 0,
        "hardwareUrl": "https://adrencoder.com/en/linear-position-transducer-vbt?SubmitCurrency=1&id_currency=8",
        "modelMatch": "Exact product family; firmware not disclosed",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/adr-encoder/",
      "markdownUrl": "https://atomsforagents.com/devices/adr-encoder.md"
    },
    {
      "slug": "m5stack-stamplc",
      "name": "M5Stack StamPLC",
      "model": "M5Stack StamPLC",
      "maker": "M5Stack",
      "category": "buttons-controls",
      "number": "85",
      "image": "/images/catalog-sync/m5stack-stamplc.webp",
      "imageAlt": "M5Stack StamPLC product photo",
      "imageCredit": "M5Stack / linked hardware source · product photo",
      "imageSource": "https://shop.m5stack.com/products/m5stamp-plc-controller-with-m5stamps3",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Build a configurable field controller",
      "summary": "A RaspberryPi CM4 and StamPLC connect physical sensors, relays and Modbus equipment to a configurable control interface for automation experiments. The project combines StamPLC with a Raspberry Pi CM4 and external sensor / relay wiring.",
      "route": "Custom controller firmware and host interface",
      "effort": "Advanced setup",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://shop.m5stack.com/products/m5stamp-plc-controller-with-m5stamps3",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Exact product.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "A RaspberryPi CM4 and StamPLC connect physical sensors, relays and Modbus equipment to a configurable control interface for automation experiments. The project combines StamPLC with a Raspberry Pi CM4 and external sensor / relay wiring.",
      "projects": [
        "Build a configurable field controller"
      ],
      "needs": [
        "M5Stack StamPLC",
        "Required: RaspberryPi CM4. RAM, eMMC, wireless variant and carrier board are unspecified.",
        "Required: CM4 carrier, storage and power. A bare CM4 cannot be powered or connected like a standard Raspberry Pi; do not assume CM4Stack.",
        "Required: Controller power and communication wiring. ",
        "Conditional: Modbus RS-485 sensors / relay modules. ",
        "Conditional: Pumps, valves, fans or lights. ",
        "Required: Rated enclosure, protection and field wiring. A qualified person must establish supply, relay/contact ratings and load protection before hardware is ordered."
      ],
      "caveats": [
        "Creator reports ongoing real-hardware development. Wiring, electrical ratings and connected equipment need expert validation; not a finished turnkey product.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": " "
        },
        {
          "title": "Read the creator’s setup",
          "body": "Creator reports ongoing real-hardware development. Wiring, electrical ratings and connected equipment need expert validation; not a finished turnkey product."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan build a configurable field controller using M5Stack StamPLC. Read https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-7794785a17c92e5b671a4505767ff4fca409e57eda52b974fd0019d5ca2af809 and its supporting sources first. The project combines StamPLC with a Raspberry Pi CM4 and external sensor / relay wiring. Creator reports ongoing real-hardware development. Wiring, electrical ratings and connected equipment need expert validation; not a finished turnkey product. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-7794785a17c92e5b671a4505767ff4fca409e57eda52b974fd0019d5ca2af809",
          "title": "Build a configurable field controller",
          "type": "Build story",
          "author": "masubo_bio · build photo collage",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://x.com/i/status/2094261609254596636",
          "title": "Build a configurable field controller — supporting source",
          "type": "Project reference",
          "author": "masubo_bio · build photo collage",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://shop.m5stack.com/products/m5stamp-plc-controller-with-m5stamps3",
          "title": "M5Stack StamPLC — Exact product",
          "type": "Product page",
          "author": "M5Stack",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "M5Stack StamPLC projects, compatibility & setup",
        "description": "A RaspberryPi CM4 and StamPLC connect physical sensors, relays and Modbus equipment to a configurable control interface for automation experiments. The project combines StamPLC with a Raspberry Pi CM4 and external sensor / relay wiring.",
        "bestFor": "I/O and relay controller. Build a configurable field controller.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "The project combines StamPLC with a Raspberry Pi CM4 and external sensor / relay wiring.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "The project combines StamPLC with a Raspberry Pi CM4 and external sensor / relay wiring."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Exact product.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Creator reports ongoing real-hardware development. Wiring, electrical ratings and connected equipment need expert validation; not a finished turnkey product."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=M5Stack+StamPLC",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "noutomation",
        "shoppingItem": 1,
        "hardwareUrl": "https://shop.m5stack.com/products/m5stamp-plc-controller-with-m5stamps3",
        "modelMatch": "Exact product",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/m5stack-stamplc/",
      "markdownUrl": "https://atomsforagents.com/devices/m5stack-stamplc.md"
    },
    {
      "slug": "hasselblad-x2d-100c",
      "name": "Hasselblad X2D 100C",
      "model": "Hasselblad X2D 100C",
      "maker": "Hasselblad",
      "category": "cameras-sensors",
      "number": "86",
      "image": "/images/project-media/hasselblad-x2d-extensions-269446b9eb-1200.webp",
      "imageAlt": "Run experimental software on a Hasselblad X2D — build photo from the creator’s source",
      "imageCredit": "Creator · build photo",
      "imageSource": "https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-fb627402781dcf89f55b7d1bcf38395ded1bc29539cbd21281826a15bfed0f9e",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Run experimental software on a Hasselblad X2D",
      "summary": "Custom camera software runs on an original Hasselblad X2D, with a Doom demonstration and exploration of additional on-device functions. Experimental extensions run on the original camera; a complete public deployment backend is not available.",
      "route": "Experimental camera firmware research",
      "effort": "Advanced setup",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://www.hasselblad.com/x-system/x2d-100c/",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Exact original-generation product. Not X2D II.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "Custom camera software runs on an original Hasselblad X2D, with a Doom demonstration and exploration of additional on-device functions. Experimental extensions run on the original camera; a complete public deployment backend is not available.",
      "projects": [
        "Run experimental software on a Hasselblad X2D"
      ],
      "needs": [
        "Hasselblad X2D 100C",
        "Required: Development computer. Use the OS supported by the chosen tool; retain firmware backups.",
        "Required: USB camera data cable. Data-capable cable matched to the X2D and computer.",
        "Required: Charged original camera battery. Use only supported power arrangements.",
        "Conditional: Compatible lens and storage. Doom/startup-screen demos do not imply every lens or imaging feature has been validated."
      ],
      "caveats": [
        "Firmware research carries warranty and recovery risks. Current public source does not include a complete camera-deployment backend; separate extensions count as one project.",
        "Not X2D II.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": "Not X2D II. "
        },
        {
          "title": "Read the creator’s setup",
          "body": "Firmware research carries warranty and recovery risks. Current public source does not include a complete camera-deployment backend; separate extensions count as one project."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan run experimental software on a hasselblad x2d using Hasselblad X2D 100C. Read https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-fb627402781dcf89f55b7d1bcf38395ded1bc29539cbd21281826a15bfed0f9e and its supporting sources first. Experimental extensions run on the original camera; a complete public deployment backend is not available. Firmware research carries warranty and recovery risks. Current public source does not include a complete camera-deployment backend; separate extensions count as one project. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-fb627402781dcf89f55b7d1bcf38395ded1bc29539cbd21281826a15bfed0f9e",
          "title": "Run experimental software on a Hasselblad X2D",
          "type": "Build story",
          "author": "Creator · build photo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/radium-wang/Hasselblad-X-System-CIM-Firmware-Research-Feature-Extensions",
          "title": "Run experimental software on a Hasselblad X2D — supporting source",
          "type": "Project reference",
          "author": "Creator · build photo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://www.hasselblad.com/x-system/x2d-100c/",
          "title": "Hasselblad X2D 100C — Exact original-generation product",
          "type": "Product page",
          "author": "Hasselblad",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Hasselblad X2D 100C projects, compatibility & setup",
        "description": "Custom camera software runs on an original Hasselblad X2D, with a Doom demonstration and exploration of additional on-device functions. Experimental extensions run on the original camera; a complete public deployment backend is not available.",
        "bestFor": "Firmware 4.2.0 research target. Run experimental software on a Hasselblad X2D.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "Experimental extensions run on the original camera; a complete public deployment backend is not available.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Experimental extensions run on the original camera; a complete public deployment backend is not available."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Exact original-generation product. Not X2D II.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Firmware research carries warranty and recovery risks. Current public source does not include a complete camera-deployment backend; separate extensions count as one project."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Hasselblad+X2D+100C",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "hasselblad-x2d-extensions",
        "shoppingItem": 0,
        "hardwareUrl": "https://www.hasselblad.com/x-system/x2d-100c/",
        "modelMatch": "Exact original-generation product",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/hasselblad-x2d-100c/",
      "markdownUrl": "https://atomsforagents.com/devices/hasselblad-x2d-100c.md"
    },
    {
      "slug": "ricoh-gr-iv",
      "name": "RICOH GR IV",
      "model": "RICOH GR IV",
      "maker": "RICOH",
      "category": "cameras-sensors",
      "number": "87",
      "image": "/images/catalog-sync/ricoh-gr-iv.webp",
      "imageAlt": "RICOH GR IV product photo",
      "imageCredit": "RICOH / linked hardware source · product photo",
      "imageSource": "https://us.ricoh-imaging.com/products/gr-iv",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "Change a Ricoh GR IV's shutdown screen",
      "summary": "Version-specific camera scripts replace the stock shutdown image on a Ricoh GR IV with a personalized picture. Shutdown-screen modifications act on camera firmware; a separate StickS3 project provides Wi-Fi live view and shutter control. Related projects show: A tiny viewfinder for your Ricoh GR; Change a Ricoh GR IV's shutdown screen.",
      "route": "Version-specific camera scripts / Wi-Fi remote",
      "effort": "Advanced setup",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://us.ricoh-imaging.com/products/gr-iv",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Exact product; firmware must be checked separately. Match camera and firmware; other GR bodies and firmware versions are separate targets.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "Version-specific camera scripts replace the stock shutdown image on a Ricoh GR IV with a personalized picture. Shutdown-screen modifications act on camera firmware; a separate StickS3 project provides Wi-Fi live view and shutter control. Related projects show: A tiny viewfinder for your Ricoh GR; Change a Ricoh GR IV's shutdown screen.",
      "projects": [
        "A tiny viewfinder for your Ricoh GR",
        "Change a Ricoh GR IV's shutdown screen"
      ],
      "needs": [
        "RICOH GR IV",
        "Required: FAT32 SD card. Source explicitly requires FAT32.",
        "Tool: SD card reader. ",
        "Tool: Development computer. ",
        "Required: Charged original camera battery. "
      ],
      "caveats": [
        "Model/firmware-specific modification requires verified backups and recovery planning. Distinct from the StickS3 remote-viewfinder project.",
        "Match camera and firmware; other GR bodies and firmware versions are separate targets.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": "Match camera and firmware; other GR bodies and firmware versions are separate targets. "
        },
        {
          "title": "Read the creator’s setup",
          "body": "Model/firmware-specific modification requires verified backups and recovery planning. Distinct from the StickS3 remote-viewfinder project."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan change a ricoh gr iv's shutdown screen using RICOH GR IV. Read https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-8f79d3b2973c34d916db32d50143ead2ab5a86eb8641dcfe1cb72df8c6496467 and its supporting sources first. Shutdown-screen modifications act on camera firmware; a separate StickS3 project provides Wi-Fi live view and shutter control. Model/firmware-specific modification requires verified backups and recovery planning. Distinct from the StickS3 remote-viewfinder project. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-c2ac6e11f54cc9e37f847dda361f3ccefde2cecb6fc800bd6c0cbddc0619cf38",
          "title": "A tiny viewfinder for your Ricoh GR",
          "type": "Build story",
          "author": "tinker_zhang · build photo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/sky18Dragon/RICOH-GR-Live-View-Shooting",
          "title": "A tiny viewfinder for your Ricoh GR — supporting source",
          "type": "Project reference",
          "author": "tinker_zhang · build photo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-8f79d3b2973c34d916db32d50143ead2ab5a86eb8641dcfe1cb72df8c6496467",
          "title": "Change a Ricoh GR IV's shutdown screen",
          "type": "Build story",
          "author": "Creator · build photo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://github.com/radium-wang/ricoh-gr4-firmware-analysis-and-feature-expansion",
          "title": "Change a Ricoh GR IV's shutdown screen — supporting source",
          "type": "Project reference",
          "author": "Creator · build photo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://us.ricoh-imaging.com/products/gr-iv",
          "title": "RICOH GR IV — Exact product; firmware must be checked separately",
          "type": "Product page",
          "author": "RICOH",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "RICOH GR IV projects, compatibility & setup",
        "description": "Version-specific camera scripts replace the stock shutdown image on a Ricoh GR IV with a personalized picture. Shutdown-screen modifications act on camera firmware; a separate StickS3 project provides Wi-Fi live view and shutter control. Related projects show: A tiny viewfinder for your Ricoh GR; Ch",
        "bestFor": "Camera being modified. Change a Ricoh GR IV's shutdown screen.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "Shutdown-screen modifications act on camera firmware; a separate StickS3 project provides Wi-Fi live view and shutter control.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "Shutdown-screen modifications act on camera firmware; a separate StickS3 project provides Wi-Fi live view and shutter control."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Exact product; firmware must be checked separately. Match camera and firmware; other GR bodies and firmware versions are separate targets.  Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Model/firmware-specific modification requires verified backups and recovery planning. Distinct from the StickS3 remote-viewfinder project."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=RICOH+GR+IV",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "ricoh-gr4-shutdown-screen",
        "shoppingItem": 0,
        "hardwareUrl": "https://us.ricoh-imaging.com/products/gr-iv",
        "modelMatch": "Exact product; firmware must be checked separately",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/ricoh-gr-iv/",
      "markdownUrl": "https://atomsforagents.com/devices/ricoh-gr-iv.md"
    },
    {
      "slug": "m5stack-stopwatch",
      "name": "M5Stack StopWatch Dev Kit",
      "model": "M5Stack StopWatch Dev Kit (ESP32-S3)",
      "maker": "M5Stack",
      "category": "displays",
      "number": "88",
      "image": "/images/project-media/codex-pet-badge-0ddc05cf65-1080.webp",
      "imageAlt": "A pet that lives on a motion-sensitive badge — build photo from the creator’s source",
      "imageCredit": "naveenmanwani17 · build photo",
      "imageSource": "https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-15b148cc94a3ce050e840a5302e1824396ae5cb2892d9e60ce04a435f8fb5070",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "A pet that lives on a motion-sensitive badge",
      "summary": "A flashed M5Stack StopWatch responds to motion, touch and button presses with an animated on-screen companion, without needing a model API at runtime. The motion-sensitive pet firmware runs locally on the badge, without an AI API at runtime.",
      "route": "Firmware and filesystem flashing",
      "effort": "Tinkering required",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://shop.m5stack.com/products/m5stack-stopwatch-dev-kit-esp32-s3",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Product page.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "A flashed M5Stack StopWatch responds to motion, touch and button presses with an animated on-screen companion, without needing a model API at runtime. The motion-sensitive pet firmware runs locally on the badge, without an AI API at runtime.",
      "projects": [
        "A pet that lives on a motion-sensitive badge"
      ],
      "needs": [
        "M5Stack StopWatch Dev Kit",
        "Required: USB-C data cable. A charge-only cable cannot flash firmware. Example requires a USB-A host port. If your computer has only USB-C, use an appropriate USB-C data cable instead. Reuse the device’s included cable where possible; this is not a standalone power-supply recommendation.",
        "Tool: Computer with VS Code and PlatformIO. "
      ],
      "caveats": [
        "Firmware and filesystem flashing required; runs locally without an AI API. TAVI derives from this project and is held rather than double-counted.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": " "
        },
        {
          "title": "Read the creator’s setup",
          "body": "Firmware and filesystem flashing required; runs locally without an AI API. TAVI derives from this project and is held rather than double-counted."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan a pet that lives on a motion-sensitive badge using M5Stack StopWatch Dev Kit. Read https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-15b148cc94a3ce050e840a5302e1824396ae5cb2892d9e60ce04a435f8fb5070 and its supporting sources first. The motion-sensitive pet firmware runs locally on the badge, without an AI API at runtime. Firmware and filesystem flashing required; runs locally without an AI API. TAVI derives from this project and is held rather than double-counted. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-15b148cc94a3ce050e840a5302e1824396ae5cb2892d9e60ce04a435f8fb5070",
          "title": "A pet that lives on a motion-sensitive badge",
          "type": "Build story",
          "author": "naveenmanwani17 · build photo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://x.com/i/status/2113694547071111411",
          "title": "A pet that lives on a motion-sensitive badge — supporting source",
          "type": "Project reference",
          "author": "naveenmanwani17 · build photo",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://shop.m5stack.com/products/m5stack-stopwatch-dev-kit-esp32-s3",
          "title": "M5Stack StopWatch Dev Kit — Product page",
          "type": "Product page",
          "author": "M5Stack",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": "pixel-status",
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "M5Stack StopWatch Dev Kit projects, compatibility & setup",
        "description": "A flashed M5Stack StopWatch responds to motion, touch and button presses with an animated on-screen companion, without needing a model API at runtime. The motion-sensitive pet firmware runs locally on the badge, without an AI API at runtime.",
        "bestFor": "Badge, display, touch, IMU and haptics. A pet that lives on a motion-sensitive badge.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "The motion-sensitive pet firmware runs locally on the badge, without an AI API at runtime.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "The motion-sensitive pet firmware runs locally on the badge, without an AI API at runtime."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Product page.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Firmware and filesystem flashing required; runs locally without an AI API. TAVI derives from this project and is held rather than double-counted."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=M5Stack+StopWatch+Dev+Kit",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "codex-pet-badge",
        "shoppingItem": 0,
        "hardwareUrl": "https://shop.m5stack.com/products/m5stack-stopwatch-dev-kit-esp32-s3",
        "modelMatch": "Product page",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/m5stack-stopwatch/",
      "markdownUrl": "https://atomsforagents.com/devices/m5stack-stopwatch.md"
    },
    {
      "slug": "logitech-brio-100",
      "name": "Logitech BRIO 100",
      "model": "Logitech BRIO 100",
      "maker": "Logitech",
      "category": "cameras-sensors",
      "number": "89",
      "image": "/images/catalog-sync/logitech-brio-100.webp",
      "imageAlt": "Logitech BRIO 100 product photo",
      "imageCredit": "Logitech / linked hardware source · product photo",
      "imageSource": "https://www.logitech.com/en-gb/shop/p/brio-100-webcam.960-001585",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "An AC remote that checks what happened",
      "summary": "A Raspberry Pi sends infrared air-conditioner commands, then a webcam checks the position of the unit's flap rather than assuming a command succeeded. The camera supplies images to software on a Raspberry Pi; the project also needs an IR transmitter and model service.",
      "route": "USB camera input to Raspberry Pi software",
      "effort": "Tinkering required",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://www.logitech.com/en-gb/shop/p/brio-100-webcam.960-001585",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Exact product; UK store.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "A Raspberry Pi sends infrared air-conditioner commands, then a webcam checks the position of the unit's flap rather than assuming a command succeeded. The camera supplies images to software on a Raspberry Pi; the project also needs an IR transmitter and model service.",
      "projects": [
        "An AC remote that checks what happened"
      ],
      "needs": [
        "Logitech BRIO 100",
        "Required: Raspberry Pi 5, 4GB. ",
        "Required: 128 GB microSD card. ",
        "Required: IR transmitter module. Part, driver circuit and electrical ratings not identified.",
        "Required: Existing air conditioner and its remote. Exact AC and remote models not published.",
        "Conditional: Infrared capture hardware. Only needed if no valid signal capture exists; creator does not identify the capture device.",
        "Required: GPIO wiring and transmitter drive circuitry. Do not drive a high-current IR emitter directly from Pi GPIO.",
        "Required: Pi 5 power supply. Choose a Pi 5-rated supply and account for the camera and IR circuit.",
        "Required: Stable camera / emitter positioning. ",
        "Tool: Computer for setup. "
      ],
      "caveats": [
        "Camera observations show flap position, not cooling performance. Requires wiring, remote-signal capture and model service; unclear results must stay unclear.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": " "
        },
        {
          "title": "Read the creator’s setup",
          "body": "Camera observations show flap position, not cooling performance. Requires wiring, remote-signal capture and model service; unclear results must stay unclear."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan an ac remote that checks what happened using Logitech BRIO 100. Read https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-edea2dffa1a7b0152eaa552435b98b5681a257a5f2b6dfda1ceba433217901dd and its supporting sources first. The camera supplies images to software on a Raspberry Pi; the project also needs an IR transmitter and model service. Camera observations show flap position, not cooling performance. Requires wiring, remote-signal capture and model service; unclear results must stay unclear. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-edea2dffa1a7b0152eaa552435b98b5681a257a5f2b6dfda1ceba433217901dd",
          "title": "An AC remote that checks what happened",
          "type": "Build story",
          "author": "swhan0329 · demo screenshot",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://x.com/i/status/2112555939828244618",
          "title": "An AC remote that checks what happened — supporting source",
          "type": "Project reference",
          "author": "swhan0329 · demo screenshot",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://www.logitech.com/en-gb/shop/p/brio-100-webcam.960-001585",
          "title": "Logitech BRIO 100 — Exact product; UK store",
          "type": "Product page",
          "author": "Logitech",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Logitech BRIO 100 projects, compatibility & setup",
        "description": "A Raspberry Pi sends infrared air-conditioner commands, then a webcam checks the position of the unit's flap rather than assuming a command succeeded. The camera supplies images to software on a Raspberry Pi; the project also needs an IR transmitter and model service.",
        "bestFor": "Observe AC flap position. An AC remote that checks what happened.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "The camera supplies images to software on a Raspberry Pi; the project also needs an IR transmitter and model service.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "The camera supplies images to software on a Raspberry Pi; the project also needs an IR transmitter and model service."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Exact product; UK store.   Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Camera observations show flap position, not cooling performance. Requires wiring, remote-signal capture and model service; unclear results must stay unclear."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Logitech+BRIO+100",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "ac-remote-visual-feedback",
        "shoppingItem": 3,
        "hardwareUrl": "https://www.logitech.com/en-gb/shop/p/brio-100-webcam.960-001585",
        "modelMatch": "Exact product; UK store",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/logitech-brio-100/",
      "markdownUrl": "https://atomsforagents.com/devices/logitech-brio-100.md"
    },
    {
      "slug": "esi-gigaport-ex",
      "name": "ESI GIGAPORT eX",
      "model": "ESI GIGAPORT eX",
      "maker": "ESI",
      "category": "voice-audio",
      "number": "90",
      "image": "/images/catalog-sync/esi-gigaport-ex.webp",
      "imageAlt": "ESI GIGAPORT eX product photo",
      "imageCredit": "ESI / linked hardware source · product photo",
      "imageSource": "https://woodbrass.com/en/products/esi-gigaport-ex-371325",
      "imageRights": "Attributed preview; commercial permission not verified",
      "headline": "62 BAR: a miniature DJ instrument",
      "summary": "A Raspberry Pi coordinates a motorized platter, touchscreen, keys, encoder, fader and audio interface inside a custom enclosure. The interface outputs audio from the Raspberry Pi DJ software; it does not run the application itself.",
      "route": "USB multichannel audio from Raspberry Pi",
      "effort": "Advanced setup",
      "evidence": "Source-reviewed creator project",
      "buyUrl": "https://woodbrass.com/en/products/esi-gigaport-ex-371325",
      "buyLabel": "View hardware source",
      "affiliate": false,
      "purchaseNote": "Exact GIGAPORT eX; French retailer. Do not substitute GIGAPORT HD+. Confirm delivery region; Linux operation is attributed to the creator, not the retailer’s Windows/macOS software claims. This is one component of the DJ build, not the complete console. Controls, screen and motorized hardware are separate. Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller.",
      "description": "A Raspberry Pi coordinates a motorized platter, touchscreen, keys, encoder, fader and audio interface inside a custom enclosure. The interface outputs audio from the Raspberry Pi DJ software; it does not run the application itself.",
      "projects": [
        "62 BAR: a miniature DJ instrument"
      ],
      "needs": [
        "ESI GIGAPORT eX",
        "Required: Raspberry Pi 5, 2GB. ",
        "Required: Waveshare 3.5-inch RPi LCD (F). Use F, not A/B or a same-size HDMI panel.",
        "Required: SparkFun ROB-22132. This assembly includes its motor; do not order a second one by mistake.",
        "Required: Adafruit NeoKey 1×4 QT (4980). Boards do not include mechanical switches or keycaps.",
        "Required: Adafruit assembled rotary encoder (5880). ",
        "Required: Adafruit NeoSlider (5295). ",
        "Required: Outemu GTMX low-profile switches. Confirm the exact switch footprint matches both NeoKey sockets and the creator CAD.",
        "Required: Matching keycaps. ",
        "Required: Black MJF PA12 nylon base, faceplate, carrier and platter. Source lists four custom pieces; obtain the correct CAD revision and printer quote.",
        "Required: STEMMA QT / Qwiic I²C cables and Pi connection. Assign each board a distinct I²C address; exact harness lengths/count are not published.",
        "Required: USB cables for motor assembly and audio interface. ",
        "Required: Boot microSD card. Capacity unspecified.",
        "Required: Pi / motor power system. Size for the Pi and peripheral load; the motor’s power path must be checked separately.",
        "Required: Fasteners, spacers and encoder knob. ",
        "Tool: Assembly and test tools. Soldering iron, solder, wire cutters and multimeter; review the wiring before power-up.",
        "Tool: Computer for setup. "
      ],
      "caveats": [
        "Creator says physical prototype assembled after the linked animation. Motor feel and mechanical fit remain under development; not a finished retail product. The source image is an assembly visualization, not a photograph of the later assembled prototype.",
        "Do not substitute GIGAPORT HD+. Confirm delivery region; Linux operation is attributed to the creator, not the retailer’s Windows/macOS software claims.",
        "This is one component of the DJ build, not the complete console. Controls, screen and motorized hardware are separate.",
        "Source-reviewed, not independently hardware-tested. Confirm the model, revision and recovery process before changing device software."
      ],
      "steps": [
        {
          "title": "Check your model and revision",
          "body": "Do not substitute GIGAPORT HD+. Confirm delivery region; Linux operation is attributed to the creator, not the retailer’s Windows/macOS software claims. This is one component of the DJ build, not the complete console. Controls, screen and motorized hardware are separate."
        },
        {
          "title": "Read the creator’s setup",
          "body": "Creator says physical prototype assembled after the linked animation. Motor feel and mechanical fit remain under development; not a finished retail product. The source image is an assembly visualization, not a photograph of the later assembled prototype."
        },
        {
          "title": "Start with a reversible test",
          "body": "Follow the linked project source before changing the device. Back up existing configuration, keep credentials private and stop if your hardware differs from the documented version."
        }
      ],
      "prompt": "Help me plan 62 bar: a miniature dj instrument using ESI GIGAPORT eX. Read https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-61f7edd92afacdf02d4f2ce9775bc6754d592451748cb2476cbd6725c03624b0 and its supporting sources first. The interface outputs audio from the Raspberry Pi DJ software; it does not run the application itself. Creator says physical prototype assembled after the linked animation. Motor feel and mechanical fit remain under development; not a finished retail product. The source image is an assembly visualization, not a photograph of the later assembled prototype. Confirm my exact hardware and required accessories, explain what is missing, and propose one reversible test. Ask before flashing firmware, changing privileged system settings or moving physical hardware.",
      "resources": [
        {
          "url": "https://youcanjustbuildthings.openai.chatgpt.site/projects/submission-61f7edd92afacdf02d4f2ce9775bc6754d592451748cb2476cbd6725c03624b0",
          "title": "62 BAR: a miniature DJ instrument",
          "type": "Build story",
          "author": "eminimnim · assembly visualization",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://x.com/i/status/2098072497182666987",
          "title": "62 BAR: a miniature DJ instrument — supporting source",
          "type": "Project reference",
          "author": "eminimnim · assembly visualization",
          "featured": false,
          "checkedAt": "2026-11-04",
          "verification": "Previously reviewed source; not a hardware test"
        },
        {
          "url": "https://woodbrass.com/en/products/esi-gigaport-ex-371325",
          "title": "ESI GIGAPORT eX — Exact GIGAPORT eX; French retailer",
          "type": "Product page",
          "author": "ESI",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 40,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 2,
          "tutorials": 2,
          "retail": 2
        },
        "reason": "Conservative provisional ranking for a source-reviewed addition, not measured demand or product quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "ESI GIGAPORT eX projects, compatibility & setup",
        "description": "A Raspberry Pi coordinates a motorized platter, touchscreen, keys, encoder, fader and audio interface inside a custom enclosure. The interface outputs audio from the Raspberry Pi DJ software; it does not run the application itself.",
        "bestFor": "Multichannel audio output. 62 BAR: a miniature DJ instrument.",
        "notFor": "A guaranteed plug-and-play recreation without the listed hardware revisions, accessories and software setup.",
        "runsWhere": "The interface outputs audio from the Raspberry Pi DJ software; it does not run the application itself.",
        "faqs": [
          {
            "question": "Where does my software run?",
            "answer": "The interface outputs audio from the Raspberry Pi DJ software; it does not run the application itself."
          },
          {
            "question": "What should I check before buying?",
            "answer": "Exact GIGAPORT eX; French retailer. Do not substitute GIGAPORT HD+. Confirm delivery region; Linux operation is attributed to the creator, not the retailer’s Windows/macOS software claims. This is one component of the DJ build, not the complete console. Controls, screen and motorized hardware are separate. Stock and delivery region are not confirmed. Check exact model and bundle contents with the seller."
          },
          {
            "question": "What are the setup risks?",
            "answer": "Creator says physical prototype assembled after the linked animation. Motor feel and mechanical fit remain under development; not a finished retail product. The source image is an assembly visualization, not a photograph of the later assembled prototype."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=ESI+GIGAPORT+eX",
        "kind": "search",
        "label": "Search Amazon (unverified)",
        "affiliate": false,
        "note": "Search fallback only. No Amazon listing, stock, price or exact revision has been verified for this entry. Prefer the linked manufacturer or hardware source and check your region.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Search URL prepared, not an inspected listing"
      },
      "catalogSource": {
        "primaryProject": "62-bar-dj",
        "shoppingItem": 3,
        "hardwareUrl": "https://woodbrass.com/en/products/esi-gigaport-ex-371325",
        "modelMatch": "Exact GIGAPORT eX; French retailer",
        "reviewedAt": "2026-11-04"
      },
      "url": "https://atomsforagents.com/devices/esi-gigaport-ex/",
      "markdownUrl": "https://atomsforagents.com/devices/esi-gigaport-ex.md"
    },
    {
      "slug": "wave-neo",
      "name": "Elgato Wave Neo",
      "model": "Elgato Wave Neo",
      "maker": "Elgato",
      "category": "voice-audio",
      "number": "91",
      "image": "/images/ai-coding-tools/wave-neo.webp",
      "imageAlt": "Elgato Wave Neo USB microphone on its desk stand",
      "imageCredit": "Product photo: Elgato",
      "imageSource": "https://www.elgato.com/us/en/p/wave-neo",
      "imageRights": "Attributed manufacturer photo; reuse permissions unverified",
      "headline": "A USB microphone for dictating coding prompts.",
      "summary": "A USB microphone with a desk stand and touch-to-mute control. Use it as the audio input for your dictation software.",
      "route": "USB audio input + host dictation",
      "effort": "Configuration required",
      "evidence": "Official docs",
      "buyUrl": "https://www.elgato.com/us/en/p/wave-neo",
      "buyLabel": "View at Elgato",
      "affiliate": false,
      "purchaseNote": "This is an audio-input device, not an AI transcription service. Elgato recommends speaking into its side from roughly 8–12 cm; app compatibility and transcription quality still need testing.",
      "description": "A USB microphone with a desk stand and touch-to-mute control. Use it as the audio input for your dictation software. This is a coding-workflow accessory: it captures audio for software on your computer. It is not a programmable AI device or an AI transcription subscription.",
      "projects": [
        "Dictate a prompt into your coding environment",
        "Capture a spoken note for review before sending"
      ],
      "needs": [
        "A compatible computer, USB connection, and a dictation app or operating-system dictation. No XLR interface needed for USB use.",
        "A compatible transcription app or operating-system dictation; review its privacy and subscription requirements."
      ],
      "caveats": [
        "This is an audio-input device, not an AI transcription service. Elgato recommends speaking into its side from roughly 8–12 cm; app compatibility and transcription quality still need testing.",
        "Source-reviewed, not hands-on tested. Review transcripts before sending code, commands, paths or private information."
      ],
      "steps": [
        {
          "title": "Try your existing microphone first",
          "body": "You do not need a special AI microphone. A microphone captures audio; your dictation software turns it into text; your coding assistant receives that text. Try one real prompt with the laptop mic or headset you already own before buying anything. Describe the outcome, constraints, and a concrete example. Read the transcript before sending it. File paths, variable names, punctuation, and shell commands are exactly where an innocent transcription mistake can matter."
        },
        {
          "title": "Choose the connection before the microphone",
          "body": "For a straightforward desk setup, start with USB. The Wave Neo connects directly to a PC or Mac, includes a stand, and has touch-to-mute. Elgato recommends speaking into its side at roughly 8–12 cm. Position and background noise matter; this is not a promise of better transcription. The ATR2100x-USB offers USB-C and XLR, plus a headphone jack and an on/off switch. Its USB output can connect directly to the computer. Buying an XLR-only setup introduces an audio interface and more cables; you do not need that just to dictate prompts."
        },
        {
          "title": "Keep the shopping list short",
          "body": "Required: a compatible computer, a microphone, the correct USB cable or adapter, and dictation software that works in your target application. Your coding-tool subscription does not automatically include a separate transcription subscription. Optional: headphones to inspect the signal, a boom arm to position the mic, and a programmable pedal. Start with a keyboard shortcut; add a pedal only if the workflow is useful."
        }
      ],
      "prompt": "Help me configure Elgato Wave Neo as a USB audio input for dictation. Ask for my operating system and dictation app. Check its official setup guide. Do not flash firmware or assume native Claude/Cursor integration. Test in a blank document, review transcription, and keep automatic send and command execution disabled.",
      "resources": [
        {
          "title": "Elgato setup guide",
          "url": "https://www.elgato.com/us/en/explorer/products/wave/elgato-wave-neo-quick-start-guide/",
          "author": "Elgato",
          "type": "Manufacturer setup / specifications",
          "featured": false
        },
        {
          "title": "Foot pedals for AI voice prompting",
          "url": "https://www.elgato.com/eu/en/explorer/products/stream-deck/foot-pedals-for-ai-prompting/",
          "author": "Elgato",
          "type": "Manufacturer workflow guide",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Elgato Wave Neo — dictation setup, compatibility & buying notes",
        "description": "A USB microphone with a desk stand and touch-to-mute control. Use it as the audio input for your dictation software.",
        "bestFor": "People who use dictation with a coding assistant and want a separate USB microphone.",
        "notFor": "A microphone that independently runs an AI model, transcribes speech, or guarantees compatibility with every editor.",
        "runsWhere": "Audio capture happens on the microphone; transcription and coding tools run on your computer or their chosen cloud services.",
        "faqs": [
          {
            "question": "Does it include AI transcription?",
            "answer": "No. Use a separate compatible dictation app or operating-system dictation, which may have its own subscription and privacy terms."
          },
          {
            "question": "Can I use USB without an audio interface?",
            "answer": "Yes. The documented USB connection goes to a compatible computer. Check your ports, cable and operating system."
          },
          {
            "question": "Is this an official Claude or Cursor accessory?",
            "answer": "No official integration is claimed. It supplies audio to your chosen dictation software; test text input in the specific app you use."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Elgato%20Wave%20Neo",
        "kind": "search",
        "label": "Search Amazon · unverified",
        "affiliate": false,
        "note": "Search fallback only. No matching Amazon listing, price or stock has been verified. Check the exact model and local seller.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Uninspected search destination; manufacturer specifications reviewed."
      },
      "hardwareRole": "Coding workflow accessory",
      "codingUse": {
        "summary": "A USB microphone with a desk stand and touch-to-mute control. Use it as the audio input for your dictation software.",
        "needs": "A compatible computer, USB connection, and a dictation app or operating-system dictation. No XLR interface needed for USB use.",
        "caveat": "This is an audio-input device, not an AI transcription service. Elgato recommends speaking into its side from roughly 8–12 cm; app compatibility and transcription quality still need testing.",
        "sections": [
          {
            "title": "Try your existing microphone first",
            "paragraphs": [
              "You do not need a special AI microphone. A microphone captures audio; your dictation software turns it into text; your coding assistant receives that text. Try one real prompt with the laptop mic or headset you already own before buying anything.",
              "Describe the outcome, constraints, and a concrete example. Read the transcript before sending it. File paths, variable names, punctuation, and shell commands are exactly where an innocent transcription mistake can matter."
            ]
          },
          {
            "title": "Choose the connection before the microphone",
            "paragraphs": [
              "For a straightforward desk setup, start with USB. The Wave Neo connects directly to a PC or Mac, includes a stand, and has touch-to-mute. Elgato recommends speaking into its side at roughly 8–12 cm. Position and background noise matter; this is not a promise of better transcription.",
              "The ATR2100x-USB offers USB-C and XLR, plus a headphone jack and an on/off switch. Its USB output can connect directly to the computer. Buying an XLR-only setup introduces an audio interface and more cables; you do not need that just to dictate prompts."
            ]
          },
          {
            "title": "Keep the shopping list short",
            "paragraphs": [
              "Required: a compatible computer, a microphone, the correct USB cable or adapter, and dictation software that works in your target application. Your coding-tool subscription does not automatically include a separate transcription subscription.",
              "Optional: headphones to inspect the signal, a boom arm to position the mic, and a programmable pedal. Start with a keyboard shortcut; add a pedal only if the workflow is useful."
            ]
          },
          {
            "title": "Test before using private code",
            "paragraphs": [
              "Select the microphone explicitly in your system and dictation app. Record a short sample, check the mute control, and dictate into a blank document. Then try the same flow in your editor or terminal without executing anything.",
              "Check whether your chosen transcription mode processes audio locally or in the cloud, and what it retains. Do not dictate credentials or client information until that matches your policies. Keep automatic send and automatic command execution off."
            ]
          }
        ],
        "sources": [
          {
            "title": "Wave Neo quick start and microphone positioning",
            "url": "https://www.elgato.com/us/en/explorer/products/wave/elgato-wave-neo-quick-start-guide/"
          },
          {
            "title": "ATR2100x-USB manufacturer specifications (Australia)",
            "url": "https://www.audio-technica.com/en-au/atr2100x-usb"
          },
          {
            "title": "Elgato’s voice-prompting workflow guide",
            "url": "https://www.elgato.com/eu/en/explorer/products/stream-deck/foot-pedals-for-ai-prompting/"
          }
        ]
      },
      "url": "https://atomsforagents.com/devices/wave-neo/",
      "markdownUrl": "https://atomsforagents.com/devices/wave-neo.md"
    },
    {
      "slug": "atr2100x-usb",
      "name": "Audio-Technica ATR2100x-USB",
      "model": "Audio-Technica ATR2100x-USB",
      "maker": "Audio-Technica",
      "category": "voice-audio",
      "number": "92",
      "image": "/images/ai-coding-tools/atr2100x-usb.webp",
      "imageAlt": "Audio-Technica ATR2100x-USB handheld microphone",
      "imageCredit": "Product photo: Audio-Technica",
      "imageSource": "https://www.audio-technica.com/en-au/atr2100x-usb",
      "imageRights": "Attributed manufacturer photo; reuse permissions unverified",
      "headline": "A USB microphone for dictating coding prompts.",
      "summary": "A cardioid dynamic microphone with USB-C and XLR outputs, an on/off switch, and headphone monitoring. USB is the simpler route for a coding desk.",
      "route": "USB audio input + host dictation",
      "effort": "Configuration required",
      "evidence": "Official docs",
      "buyUrl": "https://www.audio-technica.com/en-au/atr2100x-usb",
      "buyLabel": "Maker details (Australia)",
      "affiliate": false,
      "purchaseNote": "The linked manufacturer page is Australian. Confirm local availability and the exact ATR2100x-USB model. XLR use needs a separate audio interface; USB does not.",
      "description": "A cardioid dynamic microphone with USB-C and XLR outputs, an on/off switch, and headphone monitoring. USB is the simpler route for a coding desk. This is a coding-workflow accessory: it captures audio for software on your computer. It is not a programmable AI device or an AI transcription subscription.",
      "projects": [
        "Dictate a prompt into your coding environment",
        "Capture a spoken note for review before sending"
      ],
      "needs": [
        "A Windows or Mac computer, a compatible USB cable, and dictation software. The manufacturer lists a tripod stand and USB-C/USB-A cables in the box; check your local bundle.",
        "A compatible transcription app or operating-system dictation; review its privacy and subscription requirements."
      ],
      "caveats": [
        "The linked manufacturer page is Australian. Confirm local availability and the exact ATR2100x-USB model. XLR use needs a separate audio interface; USB does not.",
        "Source-reviewed, not hands-on tested. Review transcripts before sending code, commands, paths or private information."
      ],
      "steps": [
        {
          "title": "Try your existing microphone first",
          "body": "You do not need a special AI microphone. A microphone captures audio; your dictation software turns it into text; your coding assistant receives that text. Try one real prompt with the laptop mic or headset you already own before buying anything. Describe the outcome, constraints, and a concrete example. Read the transcript before sending it. File paths, variable names, punctuation, and shell commands are exactly where an innocent transcription mistake can matter."
        },
        {
          "title": "Choose the connection before the microphone",
          "body": "For a straightforward desk setup, start with USB. The Wave Neo connects directly to a PC or Mac, includes a stand, and has touch-to-mute. Elgato recommends speaking into its side at roughly 8–12 cm. Position and background noise matter; this is not a promise of better transcription. The ATR2100x-USB offers USB-C and XLR, plus a headphone jack and an on/off switch. Its USB output can connect directly to the computer. Buying an XLR-only setup introduces an audio interface and more cables; you do not need that just to dictate prompts."
        },
        {
          "title": "Keep the shopping list short",
          "body": "Required: a compatible computer, a microphone, the correct USB cable or adapter, and dictation software that works in your target application. Your coding-tool subscription does not automatically include a separate transcription subscription. Optional: headphones to inspect the signal, a boom arm to position the mic, and a programmable pedal. Start with a keyboard shortcut; add a pedal only if the workflow is useful."
        }
      ],
      "prompt": "Help me configure Audio-Technica ATR2100x-USB as a USB audio input for dictation. Ask for my operating system and dictation app. Check its official setup guide. Do not flash firmware or assume native Claude/Cursor integration. Test in a blank document, review transcription, and keep automatic send and command execution disabled.",
      "resources": [
        {
          "title": "Manufacturer specifications",
          "url": "https://www.audio-technica.com/en-au/atr2100x-usb",
          "author": "Audio-Technica",
          "type": "Manufacturer setup / specifications",
          "featured": false
        },
        {
          "title": "Foot pedals for AI voice prompting",
          "url": "https://www.elgato.com/eu/en/explorer/products/stream-deck/foot-pedals-for-ai-prompting/",
          "author": "Elgato",
          "type": "Manufacturer workflow guide",
          "featured": false
        }
      ],
      "reviewedAt": "2026-11-04",
      "displayType": null,
      "collections": [],
      "addedAt": "2026-11-04",
      "popularity": {
        "score": 60,
        "label": "Editorial estimate",
        "factors": {
          "ecosystem": 3,
          "tutorials": 3,
          "retail": 3
        },
        "reason": "Conservative editorial midpoint for a newly researched entry; not measured demand, sales or quality.",
        "assessedAt": "2026-11-04",
        "measured": false
      },
      "seo": {
        "title": "Audio-Technica ATR2100x-USB — dictation setup, compatibility & buying notes",
        "description": "A cardioid dynamic microphone with USB-C and XLR outputs, an on/off switch, and headphone monitoring. USB is the simpler route for a coding desk.",
        "bestFor": "People who use dictation with a coding assistant and want a separate USB microphone.",
        "notFor": "A microphone that independently runs an AI model, transcribes speech, or guarantees compatibility with every editor.",
        "runsWhere": "Audio capture happens on the microphone; transcription and coding tools run on your computer or their chosen cloud services.",
        "faqs": [
          {
            "question": "Does it include AI transcription?",
            "answer": "No. Use a separate compatible dictation app or operating-system dictation, which may have its own subscription and privacy terms."
          },
          {
            "question": "Can I use USB without an audio interface?",
            "answer": "Yes. The documented USB connection goes to a compatible computer. Check your ports, cable and operating system."
          },
          {
            "question": "Is this an official Claude or Cursor accessory?",
            "answer": "No official integration is claimed. It supplies audio to your chosen dictation software; test text input in the specific app you use."
          }
        ]
      },
      "amazon": {
        "url": "https://www.amazon.com/s?k=Audio-Technica%20ATR2100x-USB",
        "kind": "search",
        "label": "Search Amazon · unverified",
        "affiliate": false,
        "note": "Search fallback only. No matching Amazon listing, price or stock has been verified. Check the exact model and local seller.",
        "preparedAt": "2026-11-04",
        "checkedAt": null,
        "availability": "not-checked",
        "verification": "Uninspected search destination; manufacturer specifications reviewed."
      },
      "hardwareRole": "Coding workflow accessory",
      "codingUse": {
        "summary": "A cardioid dynamic microphone with USB-C and XLR outputs, an on/off switch, and headphone monitoring. USB is the simpler route for a coding desk.",
        "needs": "A Windows or Mac computer, a compatible USB cable, and dictation software. The manufacturer lists a tripod stand and USB-C/USB-A cables in the box; check your local bundle.",
        "caveat": "The linked manufacturer page is Australian. Confirm local availability and the exact ATR2100x-USB model. XLR use needs a separate audio interface; USB does not.",
        "sections": [
          {
            "title": "Try your existing microphone first",
            "paragraphs": [
              "You do not need a special AI microphone. A microphone captures audio; your dictation software turns it into text; your coding assistant receives that text. Try one real prompt with the laptop mic or headset you already own before buying anything.",
              "Describe the outcome, constraints, and a concrete example. Read the transcript before sending it. File paths, variable names, punctuation, and shell commands are exactly where an innocent transcription mistake can matter."
            ]
          },
          {
            "title": "Choose the connection before the microphone",
            "paragraphs": [
              "For a straightforward desk setup, start with USB. The Wave Neo connects directly to a PC or Mac, includes a stand, and has touch-to-mute. Elgato recommends speaking into its side at roughly 8–12 cm. Position and background noise matter; this is not a promise of better transcription.",
              "The ATR2100x-USB offers USB-C and XLR, plus a headphone jack and an on/off switch. Its USB output can connect directly to the computer. Buying an XLR-only setup introduces an audio interface and more cables; you do not need that just to dictate prompts."
            ]
          },
          {
            "title": "Keep the shopping list short",
            "paragraphs": [
              "Required: a compatible computer, a microphone, the correct USB cable or adapter, and dictation software that works in your target application. Your coding-tool subscription does not automatically include a separate transcription subscription.",
              "Optional: headphones to inspect the signal, a boom arm to position the mic, and a programmable pedal. Start with a keyboard shortcut; add a pedal only if the workflow is useful."
            ]
          },
          {
            "title": "Test before using private code",
            "paragraphs": [
              "Select the microphone explicitly in your system and dictation app. Record a short sample, check the mute control, and dictate into a blank document. Then try the same flow in your editor or terminal without executing anything.",
              "Check whether your chosen transcription mode processes audio locally or in the cloud, and what it retains. Do not dictate credentials or client information until that matches your policies. Keep automatic send and automatic command execution off."
            ]
          }
        ],
        "sources": [
          {
            "title": "Wave Neo quick start and microphone positioning",
            "url": "https://www.elgato.com/us/en/explorer/products/wave/elgato-wave-neo-quick-start-guide/"
          },
          {
            "title": "ATR2100x-USB manufacturer specifications (Australia)",
            "url": "https://www.audio-technica.com/en-au/atr2100x-usb"
          },
          {
            "title": "Elgato’s voice-prompting workflow guide",
            "url": "https://www.elgato.com/eu/en/explorer/products/stream-deck/foot-pedals-for-ai-prompting/"
          }
        ]
      },
      "url": "https://atomsforagents.com/devices/atr2100x-usb/",
      "markdownUrl": "https://atomsforagents.com/devices/atr2100x-usb.md"
    }
  ]
}