AI agents are getting their own design systems

Dan's newsletter is tracking how AI agents are evolving in three clear stages: they get augmented with human input, then accelerated to move faster, then autonomized so they run on their own. Now the question is how to make them follow your design system.

This matters because design systems were built for humans—color palettes, typography rules, spacing guidelines. AI agents don't read the same way. They need structured, machine-readable specifications: component tokens, state definitions, behavior rules. Without that, agents drift. They make things that look close but aren't quite right. The next wave of builders is figuring out how to translate design systems so both humans and agents can work from the same source of truth.

Why this matters for us: as AI agents become more autonomous, the companies and teams that control the design specs get to set the rules everyone else has to follow.