一想到这个我就来气，之前曾经因为claude code对自己vibe coding的前端压根不进行验收，让我怒写个sub agent（见此：https://x.com/cryptonerdcn/status/1961372664133759136…）。
看来的确得用类似小米这法子才能根治。

为什么现在 AI 写前端一下子这么强了，小米的 MiMo 论文的这段介绍了他们如何训练模型写前端的，关键是这句：
我们的基于视觉的验证器通过对录制的视频片段执行情况进行评分，综合评估视觉质量、功能准确性和可执行性，从而确保奖励机制能够同时兼顾外观表现与行为效果。
原理上就是模型根据 prompt

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Twitter

The thought of this makes me furious. I remember being so angry that Claude Code didn't do any acceptance testing on his Vibe coding frontend that I had to write a sub-agent (see here: https://x.com/cryptonerdcn/status/1961372664133759136…）。). It seems that we really need to use a method similar to Xiaomi's to solve this problem.

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