Writing

Field notes

Experiences, bottlenecks, and retrospectives from shipping real products. What hit, what broke, and what I'd do differently.

May 20, 20265 min read

What nobody tells you about RAG in production

I spent two days tuning chunk sizes. None of it mattered as much as one prompt constraint I added at the end.

Mar 8, 20264 min read

The learning curve isn't the language. It's knowing which API to reach for and when, and accepting that the platform has opinions.