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Cover image for How I Evaluate Production AI Agents: Three Layers, One Public Repo

How I Evaluate Production AI Agents: Three Layers, One Public Repo

Deterministic tool tests, trajectory invariants, and outcome checks against observable state. A working three-layer evaluation stack, shown through a public MCP agent repo, including the parts that did not work.

Agent EvaluationMCPModel Context Protocol+9
Jeremy Cleland