Overview
What It Helps With
- Memory. My notes, decisions and promises live in one place, and every answer points back to where it came from.
- Daily jobs. Publishing, outreach and the small recurring work run on their own, and they ask me before anything important goes out.
- Shipping. My AI coding agents share the same memory, so a new session picks up where the last one stopped.
Tech Stack
- Python for the core
- PostgreSQL for search
- MCP so my agents can reach it
- K3s on my own server, with encrypted backups



