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jevVIDEO

Jev 不写代码只做决策:340 行 diff 的 31 项检查提速 20-200 倍

一次认证重构产生 340 行 diff 和 31 项检查,Claude Code 每项都要完整生成一遍,而 Jev 只返回分数,70-500ms、每百万输入 $0.042、无输出文本,快 20-200 倍、便宜 40-400 倍。

vvtentt
@Vvtentt1012026.09.25收录原推发布于 2026.09.25
vvtentt @Vvtentt101原推发布于 2026.09.25
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the slow part of your agent is not the hard problem. the problems start after it does the same work several times. JEV DOESN'T WRITE. IT DECIDES. one auth refactor. 340 lines. 31 checks: keep this hunk, reject that file, stop or go again. claude code spent a full generation on each one. jev takes the diff and returns a score. 70-500ms. $0.042 per million in. no output text. output is free because there isn't any. 20-200x faster. 40-400x cheaper. the ceiling is only for loops that decide a lot and write a little.

x.com/vvtentt101/status/2103193709412057564采集于 2026.09.25 10:04