Unverified50% confidenceSolutionExact time
将Agent的决策阶段和执行阶段解耦，让Agent先输出结构化行动计划，该计划可被独立断言、审查和回放而无需触发执行
1
Sources
50%
Confidence
Long-term
Relevance
7/14/2026
First Seen
Sources
AI Agent上线前如何测试高风险动作？Mock之外的完整方案
Related Claims
Unverified该系统的关键设计决策是Agent之间没有直接通信，每个Agent都是独立的执行单元，完成工作后退出，由下一步启动新Agent接续执行78% similarUnverified对于涉及不可逆外部动作的Agent操作应保留人类否决权，让Agent承担推理执行工作而在关键决策节点保留人类确认76% similarUnverified自主Agent基于ReAct（Reasoning + Acting）框架进行'感知-规划-行动-观察'循环，对初始上下文质量要求更高76% similarVerifiedIn LangChain's Agent architecture, the Agent itself is only responsible for reasoning and generating tool-call instructions, while the Agent Executor is responsible for executing tools, handling responses, and managing the iteration loop.75% similar
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