Writing & Insights

Notes on engineering leadership, AI adoption, scaling teams, and the craft of building things that last.

Leading Engineering Through an AI Transition

How to move an organization from curiosity to disciplined adoption — without losing the engineering culture that got you here.

What 1,000 Radio Stations Taught Me About Scale

Lessons from running infrastructure that has to be live, every second, for millions of listeners.

The Quiet Math of AWS Savings

Cutting $500K from a cloud bill isn't a hero project. It's a hundred small, boring decisions made well.