Score stateful-agent evaluations in four separate layers
General lesson: Evaluate a stateful tool-using agent in four separate layers: (1) model-decision correctness at the tool boundary, (2) handler containment of a bad call, (3) ordinary business/backend result, and (4) realized end-to-end harm. This applies when a structurally valid…