AI Coding 正在显著提升代码生产效率，但线上告警、根因定位、止损和修复等稳定性环节并未同步提速。更值得警惕的是，缺乏全局上下文的 AI 可能沿着“最小阻力路径”消除表面现象，却留下跨工程、跨系统的稳定性隐患。当 AI ...

主持人问Jake Wharton，有没有用AI Agent写过代码？ 他只回了一个词：Never（从来没有）。 节目组调查了超过15000名专业开发者：受访者自报，平均约47%的代码已经由Agent完整生成，五分之一的人上个月没有独立手写过代码。

AI Coding 正在显著提升代码生产效率，但线上告警、根因定位、止损和修复等稳定性环节并未同步提速。更值得警惕的是，缺乏全局上下文的 AI 可能沿着“最小阻力路径”消除表面现象，却留下跨工程、跨系统的稳定性隐患。当 AI ...

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