Design explicit stop conditions and hard bounds for any agentic loop — the difference between a closed loop that converges predictably and an open loop that risks burning budget on confident garbage. Use when writing any loop that runs more than once without a human checking each iteration, when an agent is told to "keep going until it's good," or when a loop has no defined maximum rounds/tokens/time.