Agents are the most honest reviewers your design system will ever have
The most useful feedback your system has ever produced is on a thirty-day timer
AI15
What your components look like as data
Why every layer name, variant, and token reference is an architectural decision
The prompt you never wrote
How your design system vocabulary becomes AI context
The design system just became middleware
The gap between what your system says and what it does used to be a minor annoyance. Now it's a structural fault.
Your design system might be AI-ready. Your organisation probably isn't.
The technical preparation is well underway. The organisational questions it creates are a different problem entirely.
Building for coherence, not compliance
Lessons from Baldurs Gate 3 on contracts, governance, and judgment at the edges