Stop Re-explaining Your Codebase to AI — Give It Permanent Memory Instead

I Built a Local Knowledge Graph That Tells AI Agents "What Breaks If I Change This?" Every time I start a new AI coding session, the same thing happens: I re-explain my architecture, my conventions, my service dependencies. The AI doesn't remember. It doesn't know that store.py is imported by 8 othe