Unverified50% confidenceCautionExact time
If agent loop execution lacks a maximum iteration limit and infinite-loop detection mechanism, the system will fall into an infinite loop and rapidly consume the token budget
1
Sources
50%
Confidence
Long-term
Relevance
9/1/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAgent 的每一轮循环都需将完整历史上下文传入 LLM，导致 token 消耗随任务复杂度呈线性乃至指数增长76% 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69% similarUnverifiedThe key to enabling enterprise-grade long-cycle Agents to run over extended periods lies in persistent state management, where the context of each execution step must be serialized and stored in a database or object storage so that execution can resume from the breakpoint after a process crash or network interruption.68% similarUnverifiedClaude Code的代理架构意味着每次任务执行可能触发多轮模型调用，Token消耗呈指数级增长而非线性增长67% similarUnverified无限循环是智能体生产环境中的高危故障模式，常见诱因包括工具调用返回空结果、模型幻觉导致的错误推理链以及工具间循环依赖67% similar
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