整套架构本来是给程序员写代码用的，意外地特别适合当业务系统的多智能体后端。今天就把整个流程分享给大家。 做 AI 多智能体业务后端，开源框架满地都是。LangChain、LangGraph、AutoGen、CrewAI 我都试过。 结果这次我用一个"写代码用的 CLI"反而搭得最快。

JEP 538 在初步评审结束后，由于 Java 社区反馈的比较晚，JEP 538（加密对象的PEM编码第三个预览版）仍然处于 Proposed to Target 状态，目标 JDK 版本为 JDK 27。因此，甲骨文公司 Java 平台软件首席工程师兼 JEP 负责人 Anthony Scarpino 决定，在 JDK 25 和 JDK 26 ...

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