Agent Optimizer is Microsoft’s attempt to professionalize the least professional part of agent development: the ritual of staring at failures, tweaking a system prompt, running three examples, and calling it a release. Every team says it is “iterating on behavior.” Too often, what it actually means is artisanal superstition