Path 03 · 3 pieces · 34 minutes
Prove it works
A convincing final message is not proof of completion. This path is about the evidence you would need before letting an agent do the work unattended.
In order
The sequence, and why each step follows the last.
01AI Agent Evals: How Do You Know an Agent Actually Works?Practical explainer212m
A convincing final message is not proof of completion. Agent evaluations check the task, the actual environment, repeated trials, and the evidence left behind.
02Why an Agent Eval Can Pass on Monday and Fail on FridaySystems guide211mA passing eval is evidence about one version of an agent system. When the model, context, tools, policies, or environment change, the evidence needs to be renewed.
03Agent Evaluations Are Security SystemsPractical field guide511mA realistic agent evaluation needs more than a benchmark and a score. It needs explicit scope, least-privileged tools, observable actions, stop conditions, and a recovery plan.