在大型语言模型（LLM）与企业级软件系统的集成进程中，上下文提供的摩擦力一直是限制人工智能应用深度的核心瓶颈。传统的架构范式高度依赖于静态的检索增强生成（RAG）管道或高度定制化、紧密耦合的应用程序接口（API）集成。这些传统方法不仅维护成本高昂，且难以适应底层数据模式的动态演进。模型上下文协议（Model Context Protocol, MCP）的出现从根本上改变了这一现状，它为人工智能系统 ...

Asynchronous programming with async and await has existed in .NET for years. Now Microsoft is delivering a new runtime environment for asynchronous execution.

在数字化生存日益普及的今天，电信网络诈骗已成为全球性的公共安全威胁。过去十年间，防御技术与攻击手段之间展开了激烈的军备竞赛。传统的诈骗模式主要依赖自动拨号系统（Robocalls）进行海量触达，其核心逻辑是“概率博弈”，即通过极低的转化率覆盖 ...

Microsoft's AI Toolkit extension for VS Code now lets developers scaffold a working MCP server in minutes. Here's what that looks like in practice -- including the parts that don't work, and a simpler ...

The ‘Getting Started’ section is like the quick-start guide for a new gadget. It gives you the most important first steps, ...

Obtaining a geocoding api key marks the starting point for any location-based feature development. The process should be simple, but varies dramatically ...

All the benefits of plugins with none of the downsides.

ProEssentials v10 introduces pe_query.py, the only charting AI tool that validates code against the compiled DLL binary ...

Why settle for a static Linux Mint desktop when you can jazz it up with this Conky daily quote generator desklet?

From the browser to the back end, the ‘boring’ choice is exciting again. We look at three trends converging to bring SQL back ...

The Claude API can automate customer support, document processing, and content workflows at scale. Here's how businesses are actually using it in 2026 — with real examples.

编辑：没方 2026年，开源AI智能体赛道最火的项目莫过于OpenClaw ...