微软近日宣布，其模型上下文协议（MCP）对Azure Functions的支持已达到一般可用性。这一举措不仅标志着向标准化、身份安全的代理式工作流程的转变，更在企业数据安全管理上迈出了重要一步。通过集成原生OBO认证和流式HTTP传输，这一更新旨在解决历史上AI智能体在访问敏感下游企业数据时遇到的“安全痛点”。

Java做AI的首要重点是解决“技术兼容”问题。传统Java团队擅长SpringBoot、MyBatis等框架，但AI开发涉及大模型调用、向量数据库、Embedding处理等全新组件，自行封装易导致代码臃肿、稳定性差。真正的关键是构建统一接入层，通过标准化接口屏蔽底层模型差异，让Java工程师用熟悉的方式调用AI能力，避免“重复造轮子”。

Microsoft is adding support for Java to its Azure serverless compute service. On Oct. 4, Microsoft announced at the JavaOne show that it is making a public preview of Java support for Functions ...

Community driven content discussing all aspects of software development from DevOps to design patterns. The entry point of a standalone Java application is the main method or function. In the age of ...

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AWS Lambda SnapStart cuts Java startup times by initializing Java functions ahead of time and caching a snapshot of the initialized execution environment. AWS has unveiled AWS Lambda SnapStart for ...

Community driven content discussing all aspects of software development from DevOps to design patterns. Many developers get intimidated when they look at all the new APIs that accept lambda ...