Unverified50% confidenceDecision RuleExact time
Besides the finish signal, exhausting the maximum number of steps, the model making no tool calls for multiple consecutive rounds, and a tool returning a fatal error should all also be designed as termination conditions of the Agent loop.
1
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50%
Confidence
Long-term
Relevance
10/25/2026
First Seen
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Related Claims
UnverifiedThe three common termination conditions for an agent loop are: the model gives a response that no longer calls any tool, the step limit is reached, or human approval is awaited.78% 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75% similarUnverifiedIn an Agent system, an error in any intermediate step can cause the entire pipeline to fail, making comprehensive logging and error-retry mechanisms a necessary guarantee for stable operation.74% similarUnverifiedIf a loop has no clear termination condition, the Agent may fall into an infinite loop or perform operations beyond expectations.74% similarUnverifiedAfter introducing loops, cycles appear in the graph, topological sorting fails, and the execution engine requires additional mechanisms to manage the number of passes through nodes and the termination condition.74% similar
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