Field notes from shipping AI

Opinionated writing on what works, what doesn't, and what we're still figuring out.

Coming soon
Evals eat your prompt for breakfast
Why we start every engagement with an evaluation harness, not a prompt.
Coming soon
RAG is a data problem, not a model problem
Three retrieval failures we see in nearly every codebase, and how to fix them.