Latest writing

Notes on building with AI

Published posts arranged in a masonry feed for fast scanning by topic and effort.

Feb 24, 2026

Agentic Loops, Rules, Skills, and Constitution

A practical reflection on balancing coding velocity, review effort, and context discipline in AI-assisted software development.

9 min read#ai#engineering#workflow

Feb 22, 2026

A deployment setup that keeps secrets server-side and rollback paths simple.

6 min read#ops#deployment#quality

Feb 20, 2026

Define fast PR contracts so teams review intent and risk instead of line-by-line churn.

5 min read#ai#process#quality