AI让能力平庸的工程师不再那么"有害"
软件工程能力呈严重的长尾分布，最弱的工程师往往产生净负效应——他们不是推动项目，而是制造问题让同事收拾烂摊子。然而，Claude Code等前沿LLM工具已经显著提升了弱工程师的下限：他们提交的代码虽然仍有错误，但至少逐行看来是功能性的，不再明显荒谬。这种"工程师变成AI外壳"的现象虽然对公司来说性价比低（支付人类薪水却只得到Copilot订阅级别的产出），但对协作体验而言仍是一种改善。
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