Agentic Loop Recall Deck

LOOP What should every agentic loop define? What is the fastest way to spot loop theater? The next pass has no new evidence to inspect. If nothing external changes between iterations, you are paying for repetition, not improvement. Evaluator versus optimizer: what is the difference? A loop needs both roles even if one model call plays them at different times. When should a loop escalate to a human? When unresolved uncertainty still matters after the allowed retries. Escalation is not failure; it is the designed end-state for consequential ambiguity.

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