16 min read
Turning Code Repos Into Knowledge: Auto-Generating Architecture Docs With AI
I needed my AI assistant to answer architecture questions, but every coding tool I tried understood individual files and failed at the big picture. So I built a system that auto-generates comprehensive architecture documents from code repositories using hybrid AST extraction and LLM synthesis. Here is how it works and what I learned.