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手把手构建企业级 Agent 框架：从 OpenClaw 架构到自主实现

第一篇：拆解 Gateway Agent Skill 三层骨架本系列文章将带你从零构建一个企业级 Agent 框架，参考火爆开源界的个人 AI 助手 OpenClaw。我们不会简单地复刻源码，而是借鉴其“真正干活、持续运行”的设计哲学，用 ...
The Next Web

Google found the first AI-generated zero-day exploit. It stopped the attack before it started.

Google's GTIG identified the first zero-day exploit developed with AI and stopped a mass exploitation event. The report documents state actors using AI for vulnerability research and autonomous ...
Security Boulevard

Go fuzzing was missing half the toolkit. We forked the toolchain to fix it.

Go’s native fuzzing is useful, but it stands far behind state-of-the-art tooling that the Rust, C, and C++ ecosystems offer with LibAFL and AFL++. Path constraints are hard to solve. Structured inputs ...

首个AI程序员造假被抓，Devin再次“震撼”硅谷，扒皮视频文字详解附上

首个AI程序员，演示视频大幅度造假？？？ 不久之前震撼硅谷的Devin，再度震撼硅谷——但这次是被打假。 事情是这样的：油管程序员博主Internet of Bugs（以下简称光头哥）对Devin的视频进行了逐帧分析，逐一举证说明了Devin并不如演示中那般神奇。 甚至有“自己现写bug然后当场修复”的骚操作。 其它“罪证”，包括但不限于： 号称能解决任何Upwork任务，但演示中解决的问题并不是 ...