Blog

Notes on building sovereign AI systems, agent architectures, and lessons learned.

2026-03-03
Zero to Sovereign AI

I built a full multi-agent AI system from scratch — memory kernel, teaching pipeline, homelab inference, structured deliberation. Here's how it actually works and where it's hard.