Design systems for AI agents
We turn design systems into AI infrastructure agents follow.
“Why does my AI coding agent ignore our design system?”
Why this matters
Whoever's driving, designer, engineer or product manager, more of your UI ships from an agent every month. It never opens your design file. It reads your repository.
If your system isn't 100% legible there, the agent doesn't follow it. It improvises, confidently, at speed, in code that looks fine in review.
UI nobody designed, from more directions every month. Either review becomes the bottleneck, or the wrong thing ships.
The approach
The standard
Not a slide about the principles above. A complete design system that holds to them: tokens defined once, components where the wrong build will not compile, documentation an agent reads without leaving the repository.
Then a coding agent built a working application from it, with no design direction. The result is the system's output rather than a designer's, which is the whole claim made concrete.
The audit
What part one counted at Nivoda, a global B2B marketplace running Material UI: