I built a memory system for AI — here's the architecture

If you use Claude Code or Claude Projects with a well-written CLAUDE.md, you already know the difference it makes. The AI knows your stack, your conventions, your project structure. It's genuinely great. But CLAUDE.md is static. You write it once, you maintain it manually, and it lives in one project. What about your preferences across projects? What about decisions you made three weeks ago? What about the patterns the AI could learn from watching how you work - if it had somewhere to them? That's the gap I wanted to close.