Unverified50% confidenceSolutionExact time
An Agent Loop must include the three stages of "parse -> execute -> backfill" to handle tool calls, and an error in any stage will cause the loop to spin idle.
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Long-term
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10/24/2026
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Related Claims
UnverifiedThe core challenges of the Agent Loop include preventing runaway loops (by setting a maximum number of steps), handling error recovery from failed tool calls, and maintaining reasoning quality without degradation over long contexts.79% similarUnverifiedAgent死循环归根结底有三类：单一工具动作无限重复、双状态来回横跳（ABAB式往复）、工具调用持续失败却无脑重试79% similarUnverifiedThe core mechanism of Claude Code is the Agent Loop, which achieves goals through multiple rounds of thinking and operations, ending when the task is fixed, otherwise the loop repeats.75% similarUnverifiedAgents complete tasks through multi-turn agentic loops with step-by-step reasoning, rather than a question-and-answer working mode.75% similarUnverifiedThe termination logic of an Agent Loop is to loop until the model no longer initiates any tool calls.74% similar
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