Unverified50% confidenceFactExact time
The main loop's state machine logic is to continue as long as the transition is not terminal, rather than a simple while (has_tool_use).
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe termination logic of an Agent Loop is to loop until the model no longer initiates any tool calls.68% similarUnverifiedIn long-cycle tasks, asynchronous mode can significantly reduce overall execution time, while synchronous mode ensures result correctness when logic is strictly sequential; the two modes can be used in combination.65% similarUnverifiedA state machine decomposes complex processes into discrete state nodes and defines transition conditions between nodes; LangGraph explicitly manages transition relationships through a graph structure and maintains a state object that persists throughout execution, with the core difference from chained calls being that it allows loops, branches, and interrupt recovery.64% similarUnverifiedThe root cause of the forced-tool-calling infinite loop is the asymmetry between the action's trigger condition and its release condition, that is, the absence of a "transition edge" in the state machine, leaving the system stuck in the same state repeatedly executing the same action.64% similarUnverifiedIn the Agentic Loop, each iteration often derives a child context with a timeout from the Session context, used to constrain the maximum duration of a single tool call.63% similar
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