Design the verifier for an agentic loop — the evaluation function that decides if output is good enough — since the verifier, not the generating model, is the actual bottleneck determining whether autonomous iteration produces value or expensive garbage. Use when building any loop that iterates without a human checking every step, when an agent is asked to "keep improving X" with no defined target, or when reviewing whether a loop's self-verification is trustworthy.
