Case Studies

Making an Enterprise Design System Reliable for AI Agents

An enterprise Figma library spanning 35 product files and 1.6M+ component instances had no reliable system of record for which instances resolved to real code — and AI agents were being asked to generate UI against it. I built the measurement, classification, and distribution infrastructure to make it trustworthy.