📄 中文摘要
完全自主的代理系统在演示中表现出色，但在生产环境中，团队成员常常会询问是否可以在发布前进行人工审核。人机协作并不是代理系统的限制，而是一种特性。最佳的代理架构能够在适当的时机轻松插入人工判断，而不打断执行流程。AgentEnsemble通过审核处理API、审核策略、预飞行验证以及实际应用中的模式来实现人机审核的功能。
Java中的人机协作代理系统
出处: Human-in-the-Loop Agent Systems in Java
发布: 2026年3月28日
📄 English Summary
Human-in-the-Loop Agent Systems in Java
Fully autonomous agent systems are impressive in demos, but in production, team members often ask if a human can review outputs before they are released. Human-in-the-loop is not a limitation of agent systems; it is a feature. The best agent architectures allow for easy insertion of human judgment at the right moments without disrupting the execution flow. AgentEnsemble facilitates human review through its review handler API, review policies, pre-flight validation, and practical patterns that support this integration.