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Notes on shipping AI that gets used and what that does to a team’s week.

Zero to 0.5AI rollouts that prescribe die in two weeks. The one that worked took people halfway, stopped, and measured what happened next.June 2026

The system that built this siteThis site was designed, reviewed, and shipped by the AI system I run. It still is, 300+ agent runs on. The AI argued, built, and deployed; the calls were mine.June 2026

Recurring AI jobs and the bolt-on trapThe choice hiding inside every recurring AI job: bolt it on, or run it on real plumbing.May 2026

AI vs automation: most of your workflow shouldn’t be AIThe skill is using as little AI as the job actually needs.April 2026

Your AI didn’t break. It drifted.AI processes don’t fail loudly. They quietly stop fitting the job. Here’s what catches it.March 2026

The two loops every AI process needsA review loop catches today’s mistake. A feedback loop stops you making it forever.February 2026

Your AI is a mirror. It reflects you, good and bad.AI has no standards of its own. It reflects yours: thin in, confident nonsense out.January 2026

Your AI is a junior, not an oracleStop arguing about 90% accuracy. Manage AI like a capable junior who’s occasionally, confidently wrong.December 2025

If one of these sounds like your week, talk to me.