Piling on guardrails is the sign of a system permanently compensating for its own unreliability. There’s a better approach.

Open-source security is a mess - IBM and Red Hat bet $5 billion and 20,000 engineers can fix it ...

Claude Code称霸后，我把Cursor和Copilot都扔了：实测Token从120万砍到4万 上周，Graphon AI 低调完成 830 万美元融资，推出 “pre-model intelligence layer” ...

最近AI Coding工具圈子直接打起来了。 Microsoft开始大规模取消Claude Code授权，把内 部开发者往Copilot CLI上推（5月14日左右The Verge等媒体报道）；几乎同时OpenAI Codex SuperApp发力 ...

LLMs can’t replace core software development skillsBy Peter Wiles, Managing Director at Chillisoft Solution ServicesIssued by Chillisoft Solution ServicesJohannesburg, 27 May 2026 Peter Wiles, ...

阿里妹导读文章内容基于作者个人技术实践与独立思考，旨在分享经验，仅代表个人观点。从 Prompt Engineering 到 Context Engineering 再到 Harness Engineering，AI Coding 正在经历第三次范式跃迁。本文结合 Anthropic、OpenAI 的最新方法论与真实项目实践，系统分享如何为存量 Java 应用构建完整的 Harness 体系，将 ...

For years, Roblox and Minecraft creators have relied on hours of manual labor to build worlds, but 2026 has brought a seismic shift with the arrival of agentic AI pipelines. These new tools don't just ...