evals

Agent Evals Need Shadow Traffic, Not Trophy Boards

Leaderboards tell you which agent looked good on someone else’s maze. Shadow traffic tells you whether your agent survives your users, your tools, your repo, your latency budget, and your weird edge cases without lighting the place on fire.