ApFramework https://apframework.com/blog Shoukai 技术博客，软件架构、AI、领域驱动、开源软件、阅读笔记 zh huangshoukai@yeah.net (Shoukai Huang) huangshoukai@yeah.net (Shoukai Huang) Sun, 23 Aug 2026 00:00:00 GMT https://apframework.com/blog/essay/2026-08-23-semantic-layer-for-ai-agents 为 AI Agent 构建企业语义层：从可信查询到受控行动 https://apframework.com/blog/essay/2026-08-23-semantic-layer-for-ai-agents 面向企业架构与业务负责人的 AI Agent 语义层建设框架：先定义语义层包含什么，再厘清 Query Contract、Action Contract 与策略层的边界，构建可信查询、受控行动和持续治理的业务闭环。 Sun, 23 Aug 2026 00:00:00 GMT huangshoukai@yeah.net (Shoukai Huang) AI AgentSemantic LayerEnterprise ArchitectureOntologyData GovernanceMCP