Writing

All posts.

Notes on AI engineering, product development, and the occasional deep dive into something I shipped.

What actually breaks when you ship AI agents to production

The failure modes nobody warns you about — from silent context loss to cost spikes under real traffic.

Notes from building Fieldnote — what CRDTs actually solve, and what they don't.

A mental model for cache invalidation that has held up across three companies.