Writing

Notes from inside the projects.

Occasional posts on evaluation, agents, platform decisions and the unglamorous parts of getting AI past a proof of concept.

14 July 20262 min read

What I mean by "production AI"

A demo and a production system differ by about six things, and none of them are the model. A short list of what actually has to exist before an AI feature is safe to ship.

Read →Platform · Evaluation

2 June 20262 min read

Build vs. buy, for teams that keep answering it wrong

Most build-vs-buy decisions for AI features are made on price and delivered on regret. A simpler test: what happens to this capability when the market moves in six months?

Read →Strategy · Advisory