Design systems are like a well-stocked test kitchen: developers are the head chefs and AI tools are the line cooks. With the right ingredients, recipes, and kitchen rules, teams can rapidly turn ideas into UI. But without machine-readable recipe cards and kitchen rules, AI has to guess, and developers end up with something nobody ordered. This workshop shows how to make your design system AI-ready: component metadata, usage guidance, accessibility expectations, and validation. Walk away knowing exactly what to fix and how to fix it.