Unverified50% confidenceSolutionExact time
The loop engineering system pairs a maximum retry count as a circuit breaker: if it can't be fixed, archive it and call a human, preventing the loop from spinning idly.
1
Sources
50%
Confidence
Long-term
Relevance
10/21/2026
First Seen
Sources
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Related Claims
UnverifiedEngineering strategies for avoiding Agent Loop circular call problems include setting a hard upper limit on the maximum number of iterations, introducing loop detection mechanisms (such as state hash comparison), and defining convergence conditions for each iteration.77% similarUnverifiedCommon termination mechanisms in Loop Engineering include maximum iteration round limits, confidence-based self-evaluation, and result determination by external validators74% similarUnverifiedThe Loop specification defines five termination states: Success, No-op, Blocked, Stalled, and Exhausted.74% similarUnverifiedThe Loop mechanism is similar to the retry-plus-state-recovery pattern in software engineering, handling network interruptions, environment crashes, or timeouts by persisting task state and continuing execution from checkpoints.73% similarUnverifiedLoop适合那些重复性但每次都要动脑的工作，不适合只做一次、没有明确标准、风险太高的决策类工作71% similar
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