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 ...
All the benefits of plugins with none of the downsides.
It's perfect for privacy-conscious folks looking to break away from ChatGPT ...
现在越来越多人把最难、最复杂的的任务丢给 OpenClaw,而 Claw 们干活的时候,绝大多数选的都是 Claude Code —— 不是 Cursor,不是 VS Code,更不是什么 GUI Agent。 但是绝大多数真正的专业软件,都没有这样的 CLI。GIMP、Blender、LibreOffice、OBS —— 每一个都是重量级工具,但 Agent 基本碰不了。
Manufact, a Y Combinator startup, raised $6.3 million to build open-source tools and cloud infrastructure for the Model Context Protocol (MCP), the fast-growing standard backed by Anthropic and OpenAI ...
吴恩达(Andrew Ng)昨天发了条推文,宣布了一个新的开源工具:Context Hub。 一句话概括:让你的 AI 编程 Agent 用上最新的 API 文档,别再瞎编了。 你让 Claude Code 调用 OpenAI 的 GPT-5.2,它给你生成了一段代码,看着挺像那么回事。 但跑起来就报错了。 原因在于,它用的是一年前的 chat completionsAPI,而不是现在的 resp ...
Why Passwords Are Still a Developer's Problem in 2026. The case against password-based authentication is well-established in the IAM community, but the practical implications for ...
Asynchronous programming with async and await has existed in .NET for years. Now Microsoft is delivering a new runtime environment for asynchronous execution.
把 AI agent 的逻辑拆分到多个独立运行的服务中,听起来复杂做起来也确实容易乱。LangGraph 的 RemoteGraph 特性算是一个干净的方案:本地编排器负责流程控制,远程图服务器承担具体计算,状态管理和控制流的职责边界清晰。 本文要构建的项目是一个循环数学引擎:本地图编排一个远程图:随机选择数学运算和生成随机数。编排器会以两种方式实现——顺序执行和并行执行——以便对比两者的取舍,方 ...