Clarence: Autonomous Agent Ecosystem
I built a production AI system for persistent memory, task routing, and daily collaboration. Then the platform it depended on changed the rules, and I had to migrate it under a 48-hour deadline. The case study is about designing human-AI collaboration under real trust and platform constraints.