Unverified50% confidenceDecision RuleExact time
Proper retry handling requires distinguishing retriable transient faults from logical errors that should not be repeated; otherwise, blind retrying may amplify the problem.
1
Sources
50%
Confidence
Long-term
Relevance
9/16/2026
First Seen
Sources
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Related Claims
UnverifiedBy adopting a configuration-driven approach combined with deduplication validation, this type of repetitive error could have been intercepted at the build stage.77% similarUnverifiedPermutation logic errors are silent errors that do not cause program crashes but silently affect output quality.76% similarUnverifiedBlind retries can cause real business incidents such as duplicate charges and duplicate orders, making idempotency and state persistence difficult problems for production-environment agent workflows.74% similarUnverifiedWhen validation fails, the specific error should be fed back to the model for correction, but retries must have limits on the number of attempts, timeout duration, and cost control, as retries increase latency and resource consumption.74% similarUnverified长链推理中每步的微小误差会被累积放大，学术界称为复合错误（compounding errors）问题74% similar
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