Tag · 3 posts
#ai
Everything I've written tagged AI.
Project Log
A Write Loop That Never Merges Anything
My homelab brain noticed problems and did nothing about them. Closing the loop meant four human gates and an executor whose defining feature is that it stops at a draft PR.
HomelabAIAutomation3 min
Architecture Note
Teaching a System to Say “I Don’t Know”
The most useful thing my homelab brain does is refuse to answer. Grounded-or-blocked: every claim cites the fact that produced it, or it never reaches me.
HomelabAIArchitecture3 min
Architecture Note
A Second Brain That Refuses to Guess
Answering an operational question was costing a local model a 30-50K token dump. I built a compiled memory layer that does it in 2-5K, and blocks itself when it cannot cite a source.
HomelabAIArchitecture3 min