Writing

Views, opinions, and lessons.

Notes from the field — engineering leadership, AI platforms, and the occasional CSS quickie.

Editorials

Why Every AI Incident Becomes an Engineering Incident

Editorials

Small Teams, Big Models: The ML Engineer You Can’t Hire

Editorials

Buy vs. Build: The Coming Category of AI Behavior Tooling

Editorials

The Trust Gap: Why AI Pilots Stall Before Production

Editorials

“We Have Observability” Is a False Sense of Safety

Editorials

The Hidden AI Tax: Where Teams Waste Money Without Knowing It

Some ideas need a different home. Longer research lives on The Agent Loop. Applied engineering notes go to the newsletter. The ones that need more room become books.