Knowledge base

I taught my notes to answer questions by meaning, so I can ask what I decided about X and why and land on the right note even without remembering a single word from it.

I write a lot of scattered notes across a lot of projects, and instead of ever organizing them by hand, I built a pipeline that rebuilds and reorganizes the whole thing every night while I sleep.

Pulled fleet health and my entire notes vault onto one gated dashboard, then added semantic search over my own work by borrowing an embedding model already running elsewhere on the network.