A Claude Code skill/plugin (also Codex, Gemini, Cursor, Windsurf, Cline, Copilot, 30+ more) that makes agent talk like caveman — cuts ~75% of output tokens, keeps full technical accuracy. Brain still ...

Abstract: Large language models (LLMs) have emerged as a promising tool for detecting code vulnerabilities, potentially offering advantages over traditional rule-based methods. This paper proposes an ...

Abstract: In industrial control systems, the generation and verification of Programmable Logic Controller (PLC) code are crucial for ensuring operational efficiency and safety. While Large Language ...

Microsoft shipped VS Code 1.124 on June 10, 2026, with a change that will affect every developer who updates the editor without reading the release notes: Copilot Autopilot — the permission level that ...

Claude Code 虽然很复杂（50 万行），但是却非常精巧。从本质上来说，就是两层 while (true) {} 的循环，组织起来的读写查文件三个工具调用。我用了 56 行，复刻了一下 Claude Code 的最核心代码，虽然不能真的做到平替，但是写些简单的代码是可以的，最主要是理解 Claude Code（或者大多数 Agent）的工作 ...

The definition of top tier coding is changing month-on-month in the AI era. Boris Cherny, the creator of Claude Code at Anthropic, has been one of the most candid voices documenting this shift — ...

最近在写一本《Harness Engineering 实战》。第七章是验证层，原本只是想引几篇 Anthropic 和 METR 的论文带过去。结果跑实验跑出了几个反直觉的数字，干脆停下来把整章重新梳理了一遍。 我用 DeepSeek 改 5 个 Python bug，每个跑 3 次。 15 次结果都是"任务完成 "。

Microsoft is canceling most internal Claude Code licenses by June 30, pushing engineers to its own GitHub Copilot CLI. The catch? Anthropic's tool got too popular, undercutting Microsoft's homegrown ...