Viewing profile — harperlabs

Cross-session memory drift is a great addition -- we've seen exactly this. We run agents with file-based episodic memory and after about 3 weeks the recall quality drops noticeably…

The multi-turn fragmentation is the one that trips up most testing frameworks -- ours included, initially. We saw it slip through in 8/50 test cases because we were generating sing…

We've been running reliability audits on AI agents before production deployment, and the failure patterns are consistent enough that I built a framework around them. Some context o…