Unverified50% confidenceSolutionExact time
The #[MaxSteps(6)] attribute can be used to limit the maximum number of reasoning steps for an agent, preventing repeated tool calls from accumulating large amounts of tokens or falling into a loop
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/9/2026
First Seen
Valid until: 1/7/2027
Sources
Related Entities
Related Claims
UnverifiedAgent Loop的终止条件通常是LLM不再产生工具调用请求，或达到最大步骤限制（max_iterations）71% similarUnverifiedDify's Agent supports configuring a maximum number of iterations, which can prevent the model from falling into infinite loops and consuming large amounts of tokens.69% similarVerifiedCommon termination strategies for Agent Loop include three layers: semantic termination (such as detecting the Final Answer marker), an iteration limit (max_iterations typically defaults to 10–15), and timeout protection (the timeout parameter).66% similarUnverifiedThe 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.66% similarUnverifiedIn multi-turn tool-calling agentic scenarios, system prompts occupying thousands of tokens compress the space available for intermediate reasoning steps and tool return results, and hitting the token limit causes task failure.66% similar
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