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深夜改Bug时风扇嗡鸣，本地构建卡在98%，Docker容器启动缓慢，IDE响应迟滞——这是程序员日常最真实的性能焦虑。当项目迭代加速、工具链日益臃肿，一颗兼具多线程效率、内存带宽支持与稳定功耗控制的CPU，早已不是可选项，而是生产力基座。本次推荐聚焦 ...

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This week’s cybersecurity recap covers rogue AI behavior, an exploited Metabase zero-day, MCP supply-chain attacks, router backdoors, and more.

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用 Claude Code 或者 Cursor 写代码的日子一长，一个问题会反复困扰你：AI 对你的代码库"没有记忆"。 每次开新会话，它都像第一天入职的新人，什么都不记得。你问它"这个函数被谁调用了"，它就老老实实地 grep 一遍、read 一堆文件，绕了一大圈才给你答案。