// AI WORK

HOW I
USE AI

A running record of how I integrate AI into product design work — the tools, the workflows, and the thinking behind them.

Prototypes as Decisions

I ship working React prototypes built end-to-end in Claude Code — clickable things PMs, engineers, and users can pressure-test, not deck screens.

I encode repeated design workflows as small, reusable Claude Code skills — research lenses, project kickoffs, synthesis pipelines that run on demand.

When a workflow gap costs an hour a week, I build the missing tool in Claude Code — small, focused, mine. Two that shipped and get daily use.

Inside a cross-functional working group defining an AI-native product development lifecycle — showing up as practitioner, translator, and skeptic.