Unverified50% confidenceDecision RuleExact time
Setting a maximum number of iterations and a maximum token budget for an Agent is a basic measure to prevent runaway costs.
1
Sources
50%
Confidence
Long-term
Relevance
9/19/2026
First Seen
Sources
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Related Claims
UnverifiedSetting a maximum number of steps, timeout duration, and cost ceiling for each Agent can prevent Agents from falling into infinite loops that consume tokens and API quotas.77% similarUnverifiedCommon measures for constraining autonomous Agent behavior include maximum iteration step limits, token budget guards, and streaming cost monitoring.75% similarUnverifiedAgent production reliability safeguards should set a maximum iteration count, a global budget cap, and an over-limit fallback strategy (degradation or escalation to a human)75% similarUnverified常用的Agent成本优化策略包括上下文压缩、检索增强替代全量上下文传递、动态路由到成本更低的小模型、设置Token预算硬上限72% similarUnverifiedThe rationale for externalizing agent spending permissions to a unified gateway layer includes consistency, auditability, and dynamic adaptability (the policy layer can respond uniformly when model routing changes without modifying each agent).68% similar
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