Writing

Notes on math, systems, and the craft of building

Testing Anthropic's Commerce Agents: architecture, findings and payment boundaries

Observations from testing Anthropic's shopping and merchant agents across four mock stores, with commentary on skills, tool behavior and checkout integration.