Most agents are "state blind". I built an orchestration layer with a synthetic visual tree to give agents actual Episodic Memory (LanceDB + Postgres).

I’ve been building Atom (https://github.com/rush86999/atom), a self-hosted orchestration platform in Python/FastAPI. (Full disclosure upfront: I designed the state machines and memory architecture, but I heavily used Cursor, Aider, and Claude Code to accelerate the boilerplate and test coverage. I u