Blog
Field Notes & War Stories
What we learned shipping production AI systems. No fluff — just the real decisions, tradeoffs, and failures.
Cohort 01 — a wrap
Six weeks. Real projects. People who came in with ideas and left with shipped things. Here is what we built together.
Read →Your AI system is still a software system
Non-determinism changes the game. The fundamentals don't. What week 5 reminded us about building things that last.
Read →Why your AI demo works but your AI system doesn't
The gap between a working demo and a production system is where most AI projects die. Here's what we've seen — and how to cross it!
Read →