Unverified50% confidenceCautionExact time
Hash-based loop detection can only catch completely repeated action signatures; if an agent tweaks parameters within a loop (passing slightly different input each time), simple hash comparison may fail.
1
Sources
50%
Confidence
Long-term
Relevance
10/31/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe circuit breaker provides an infinite-loop detector that identifies repeated patterns by comparing action-signature hashes, triggering an exception when the hashes of the most recent N actions are completely identical.74% similarUnverifiedLoop detection can maintain a sliding window on top of state hashes, comparing the (action, state hash) tuples of the most recent N steps, and judging that a loop has been entered if the repetition rate within the window exceeds a threshold.67% similarUnverifiedA complete loop consists of five modules—trigger, goal, execution, memory, and validation—where validation is the sole feedback gate permitted to indicate incompletion.67% similarUnverifiedRecording the action and page state hash at each step and judging it a loop if the same combination of action and state recurs for several consecutive steps is more precise than simply limiting the number of steps.65% similarUnverifiedIn the agent loop, when the same tool call fails twice in a row, a prompt should be inserted requiring a different approach, while still staying within the original step limit.65% similar
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