7 min read
Evaluating and monitoring agents in production
Pre-launch evals tell you an agent works on your test set. Production tells you whether it works on reality — and only continuous monitoring closes that gap. A deep-dive on observing agents in the wild: what to log, what to measure, how to catch silent degradation, and how production failures feed back into your evals.