I build tools for AI agents, mostly around memory, reliability, and making complicated systems easier to understand.

My main project is ClearFrame. I’m exploring how agents can carry lessons from one task into the next—and how to tell whether they actually improved.

I like ambitious ideas, small experiments, and working with people who notice things I missed.