How I use AI

Vibe-coding prototypes

I ship working React prototypes built end-to-end in Claude Code — clickable artifacts 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. Two are already shipped and get daily use.

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