Unverified50% confidenceSolutionExact time
The fix is to strengthen the loop and wait logic: after the guardian agent wakes the execution agent, it puts itself into a loop using chunked waiting, checking once every ten minutes, to reduce token consumption and ensure it is re-awakened.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/15/2026
First Seen
Valid until: 12/14/2026
Sources
Related Entities
Related Claims
UnverifiedHuman-in-the-loop allows pausing at specific nodes in the Agent's execution flow to await human review or intervention before continuing, and relies on the persistence layer to save the complete state at the time of the pause in order to resume execution from the breakpoint.75% similarUnverified推理-行动循环（ReAct Loop）可以持续多轮，AI分析状态、决定调用工具、获取结果后再规划下一步直至任务完成72% similarVerifiedIn LangGraph, HITL (Human-in-the-Loop) is implemented through a breakpoint mechanism, where the Agent pauses at a node, serializes and persists the state, and resumes execution after human confirmation72% similarUnverifiedStreaming execution allows the Agent to output intermediate results in real time, and checkpoint & resume ensures that long-running tasks can continue from the last interruption point when a failure occurs71% similarUnverifiedIn Agent orchestration, HITL is typically implemented through 'breakpoints': the workflow suspends at a designated node, returns control to a human operator, and resumes execution after confirmation.70% similar
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