What AI touches. What it doesn't. Who signs off.
AI commoditizes outputs, not judgement. The buyer's risk in 2026 is hidden AI usage that breaks under scrutiny. This page is the answer to "did AI build this?", written once, linkable, versioned, dated.
In 60 words
I use AI tools (Claude, Cursor, Copilot) for scaffolding, refactoring, and code review. Every line of production code is read, tested, and signed off by me. AI does not write copy, decide accessibility, or choose architecture. I document what AI touched in every case study. Client data does not go into third-party AI tools without explicit written consent.
The stack
Per · engagement · disclosure
Every case study on /work carries an "AI usage on this project" block with identical fields: scaffold · refactor · a11y · copy · architecture · local model. The general policy lives here. The per-engagement disclosure lives there. Buyers audit both.