Vibe Watch

M5Stack is a modular hardware and open-source software platform for IoT prototyping and deployment. Its standard 5 × 5 cm system uses stackable functional modules built around an ESP32 microcontroller, with features including a microSD card slot, USB-C port, and expansion connectors. M5Stack also provides multifunctional base modules and ODM services for projects ranging from prototypes to mass production. In the cited video, M5Stack hardware is used by VibeWatch as a smartwatch interface for controlling multiple AI coding agents.

VibePulse is an always-on ESP32-S3 AMOLED panel and local-first host service for monitoring Claude Code and Codex usage, live agent activity, and prompts that need user input. The panel displays quota information and agent status, raises a full-screen NEEDS YOU alert when an agent is waiting, and can send supported decisions back through a tap on the display. A pure-standard-library Python service runs on a macOS or Windows computer and communicates with the panel over the local network. The project supports optional, default-off relays: a numbers-only relay for quota data, an encrypted interaction relay for supported NEEDS YOU decisions, and an independent status relay for Claude/Codex activity. The repository describes the core panel loop, Windows host lifecycle, and physical prompt-answer flow as verified, with cloud features disabled by default.

mindwalk is a local visualization tool that replays coding-agent sessions on a 3D map of a codebase. Its Go binary reads Claude Code, Codex, and pi session logs, showing searched, read, and edited files as changing glow and touch states on radial-tree or treemap views; files no longer present remain as wireframe ghosts. A playback deck supports timeline scrubbing, event-bucketed observation and mutation phases, speed control, and client-side WebM export, while timeline marks, subagent lenses, and a file inspector connect session events to individual file histories. It runs locally and sends nothing elsewhere during viewing; optional session evaluation sends a session summary to the model used by the user's local Claude or Codex CLI when explicitly invoked.

Mobile Jev is a standalone Android agent from droidrun that turns a written goal into device actions through the Mobilerun API, using TypeSafe's Jev to choose operations such as opening apps, tapping, entering text, scrolling, navigating, waiting, completing, or blocking. It observes the device, offers indexed controls and installed apps to Jev, validates the selected target against fresh screen data, executes the action, and observes the device again; it does not require an ADB connection. The executor resolves coordinates from observed bounds, rejects stale targets, records actions and execution traces, and verifies field values after text entry rather than relying solely on a model completion response. The project includes a local React studio with a live device stream, goal input, action timeline, task clock, model-latency measurements, stop and reconnect controls, and recent runs, along with a CLI for previewing or executing goals, inspecting devices, taking screenshots, profiling API timings, and issuing direct controls. It requires Node.js, pnpm, a Mobilerun Android device, and Mobilerun and TypeSafe API keys; it is intended for a single local operator, with recent runs held in memory. The repository is MIT licensed.

barehands is an open-source, webcam-powered hand-tracked interface for AI assistants. It runs in Chrome with a webcam and overlays notes, images, and 3D models as cards over the camera feed; users manipulate them with gestures such as pinching, throwing, stretching, force-pulling, and two-finger dragging. The interface uses a local Python server and loads Google MediaPipe for hand tracking and three.js for 3D rendering. Markdown folders, including Obsidian vaults, can serve as note sources, while configured media folders provide images, transparent props, and 3D models. An AI assistant can control the interface through local files and shell scripts: state files drive the on-screen ring's status, and the board protocol presents content on the stage. The repository states that it can be used, modified, and built on commercially within a business, with redistributed versions remaining under the same license.