Field notes from building with AI. Tutorials, teardowns, and the occasional opinion, written while shipping real things.
From zero to a working tool the model can call.
The handful of structures we reach for every time.
Keeping six bots alive without getting rate-limited.
A strict policy that still lets the app render.
Why some users saw placeholders, and the fix.
Moving a live ecosystem with zero downtime.