Unverified50% confidenceSolutionExact time
The agent loop implementation places the generate_content call inside a loop of at most 20 iterations, passing the complete messages list each time, with the exit condition being that the response returns a text attribute.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/3/2026
First Seen
Valid until: 1/1/2027
Sources
Related Entities
Related Claims
Unverified在Agent Loop中如果只将工具结果塞回messages而漏掉assistant消息，模型会陷入无限循环，不断重复调用工具73% similarUnverifiedThe termination condition of an agentic loop typically falls into one of two categories: the model returns a plain-text response (stop_reason is end_turn), or the preset maximum number of iterations is reached.68% similarUnverifiedReAct's reasoning chain continuously consumes context tokens; for an agent executing 20 steps, the accumulated reasoning history may consume tens of thousands of tokens.67% similarUnverifiedWhen using the legacy Agent, one should set max_iterations to prevent infinite loops, set timeouts, add early_stopping_method=generate, add input validation to tools, and integrate LangSmith for full-chain tracing.64% similarUnverifiedSub-agents that stop upon reaching the maxTurns limit will now return output marked as partially completed with a prompt that continuation is available via SendMessage64% similar
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