Lighthouse

Lighthouse is an experimental pipeline that generates verified bare-metal firmware for the ESP32 from a natural language prompt. It wraps an LLM in a multi-agent loop:

• Generator — produces C code from the user request and a machine-readable register map.
• Hardware Auditor — checks the generated code against the register map and returns structured errors.
• Deterministic Safety Net — catches common failure modes with hardcoded rules.

The project was built as Project Babbage to demonstrate that low-level expertise is the missing layer that makes AI-generated code safe for physical hardware.

Files

• babbage.py — main orchestration script
• README.md — this file
• Generated output includes .c firmware and a Wokwi-compatible diagram.json

Requirements

• Python 3.9+
• openai Python package

pip install openai