Unverified50% confidenceDecision RuleExact time
A turn limit and a budget should be set for the Agent loop to prevent it from getting stuck in an infinite loop and to avoid runaway costs.
1
Sources
50%
Confidence
Long-term
Relevance
10/10/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIf 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 budget78% 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.71% similarUnverifiedOmnigent policies can set explicit spending caps for agents, and the system can apply the brakes in a timely manner when cumulative consumption approaches or reaches a preset threshold.69% 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.68% similarUnverifiedMethods for controlling agent infinite loops include setting recursion_limit, maintaining a call counter inside tool functions, using interrupt hooks, and setting timeouts67% similar
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