I build the design system as a visual API: Figma remains the design source of truth; semantic tokens map 1:1 into code, and components are published as a Storybook your frontend pulls directly, aligned to Tailwind, ShadCN and Radix. What gets designed is what gets shipped — and a model writing UI against that system produces your product, not its own opinion of good UI.