A year rebuilding my studio’s entire design process around AI. It didn’t make us faster, and that’s exactly why it worked.

How people end up in bubbles, and how easily a crowd can be split. A data visualization project.

How a branch proves itself ready: browser reality, persona eyes, and fixes that carry their own evidence.

An open source design system that is fully customizable and agent ready.

Interpretability research on Claude’s internal thoughts.