Unverified50% confidenceFactExact time
Retries drive up bills: the agent may automatically resend requests when a tool call fails or output does not comply, so the actual number of calls for a task is often more than the rounds visible on the surface.
1
Sources
50%
Confidence
Long-term
Relevance
10/23/2026
First Seen
Sources
Related Entities
Related Claims
Unverified在流式响应中途断开重试时，提供商可能已对已生成的token计费，重试意味着重新发送完整输入并重新生成输出，导致重复付费77% similarUnverifiedRepetitive actions (repeatedly calling the same tool with slightly different queries yet getting nearly identical results) are a signal that the agent workflow has reached a dead end.74% similarUnverifiedUnlimited retries cause side effects such as duplicate payments, duplicate notifications or duplicate record updates; external actions should be assigned idempotency keys, have a maximum number of attempts, and use exponential backoff with jitter.73% similarUnverifiedIn Agent scenarios, when using Temporal, all non-deterministic operations (such as LLM calls and tool execution) should be encapsulated as Activities, and the workflow layer should only consume their results; otherwise, replay will cause duplicate charges or state corruption.73% similarUnverifiedWhen a job fails, credits or quota should be automatically refunded, the job should remain visible with a clear reason rather than silently disappearing, and a retry should create a new job rather than modify the failed one.73% similar
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