Writing

Notes fromthe workbench.

What we learn building products — architecture decisions, design trade-offs, and the occasional strong opinion.

Retrieval is a data problem before it is a model problem

Most disappointing RAG systems are not failing at generation. They are failing at what was retrieved, and no amount of prompt tuning repairs that.

Next step

Let’s turn your next idea into something people remember. Send us the rough version — we are used to shaping those.