When Claude changed, everything changed: Managing AI blast radius in production

We built it on Claude Sonnet 3.5 in early 2025. We upgraded to 3.7 without incident, and to 4.0 without incident. By the time ...
51CTO

用 Python 写一个 MCP Server：让你的脚本变成 AI Agent 的工具

你的脚本就像老房子里的家电——能干活，但没接入智能家居系统。灯得手动开，空调得自己调，洗衣机得走过去按启动。而MCP Server，就是那个智能插座。 你手上有十几个Python脚本，能查数据库、能发通知、能生成报表。每个都跑得好好的。但AI叫不动它们。

GitHub confirms 3,800 internal repos stolen through poisoned VS Code extension as supply ...

GitHub confirmed attackers stole 3,800 internal repositories via a poisoned VS Code extension. The same threat group, TeamPCP, simultaneously compromised Microsoft's durabletask Python ...
XDA Developers on MSN

I let Claude manage my DNS server, and it taught me more than years of documentation

This is the home lab networking version of connecting fire to the internet ...

Could Microsoft kill the web browser at Build? What devs need to know about the NLWeb Protocol

NLWeb is Microsoft's open protocol for turning any website into a conversational AI app. Here's what developers need to know ...

都说 AI 先干掉的会是前端，结果前端成了 AI 时代最值钱的岗位

完全跑偏的那一半：前端工作的天花板，不是切页面。 前端真正值钱的能力——异步流程设计、流式体验优化、交互状态管理、组件化工程思维——这些 AI 一个都学不会。而这些能力，恰好是 AI Agent 应用开发最核心的竞争力。
Lablab.ai

AI Hackathon Success Stories (Part 2): Seven Builders Who Won Hackathons by Making AI ...

AI hackathon success stories: seven builders who won by making autonomous AI agents safer. OlympusOS, Deals Machine, Kraken ...

BrowserAct Open-Sources Two AI-Agent Skills, Giving Agents the Power to Use the Real Web

Then imagine it replying: "Sorry, the website won't let me in." That's the quiet failure mode behind most AI agents today. They can think, but they can't really act on the live web — websites block ...
搜狐

Microsoft Agent Framework 系统性学习教程

随着人工智能技术的飞速演进，智能代理（AI Agent）已从单一任务执行工具向多模态协同系统转变。传统单智能体工具在复杂业务场景中逐渐暴露出局限性，如任务处理能力单一、跨系统协作困难、企业级部署复杂等问题，难以满足现代业务对智能化、自动化的 ...