esp32

Open-source project showing how to run a 28.9M-parameter language model on an ESP32-S3 microcontroller, with on-device inference, firmware, wiring, training code, and measured results.

A Claude Code skill that lets the model inspect live camera frames so it can verify hardware displays, spot wiring issues, and check physical UI behavior on real devices.

An open-source MCP server and bench CLI for agent-driven firmware development on physical hardware. It lets coding agents compile, flash, read serial output, debug boards, and manage OTA/fleet workflows for ESP32-class devices.

Open-source MCP server and CLI that lets an LLM control hardware workflows like compiling, flashing, and reading serial output for firmware development and device diagnostics.

A technical demo that streams Llama-2 weights over Wi‑Fi to run inference on an ESP32 with limited RAM. The repo explains the approach, quickstart steps, performance notes, and the split between ESP32 firmware and a PC host process.

An open-source project for running a small LLM and limited agent workflows on ESP32-P4 hardware, with model details, architecture notes, examples, and setup instructions.

A technical write-up showing how agentic AI was used to reverse engineer a label printer app, generate a Go-based Bluetooth printing workflow, build a browser version, and even extend the project to an ESP32-S3 hardware replacement.