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X 上的 AI 合集档案 · 22 个合集 · 67,905 条

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用 Jev 做前置路由,让生成模型只处理该处理的事

把消息、文件、网页、代码先交给 Jev 输出 lane/score/reason/next action 的有界决策,只有需要写的时候才唤醒 Grok Bot。

fleyta
@fleyta882026.10.01收录原推发布于 2026.09.30
用 Jev 做前置路由,让生成模型只处理该处理的事
fleyta @fleyta88原推发布于 2026.09.30
在 X 上打开原推

JEV ENGINEER JUST SHOWED WHY YOUR BEST AI MODEL SHOULDN’T BE MAKING EVERY DECISION a lot of agent cost is created before useful work even begins. routing, filtering and deciding whether an event deserves generation are separate jobs, and Jev can resolve them before Grok Bot ever enters the loop. messages / files / web / code → Jev → ignore / log / write / human → Grok Bot only on write instead of giving one model routing + judgment + generation, Jev returns a bounded decision: lane, score, reason, next action. cheap forks stay deterministic while uncertainty moves to review. Grok Bot receives a narrow task packet instead of the entire desk state, which means less context to process and fewer pointless model calls. the real optimization isn’t making generation cheaper. it’s designing the system so generation becomes the exception.

这条是引用着另一条写的:x.com/gippp69/status/2103394701063737504

x.com/fleyta88/status/2105226962142650804采集于 2026.10.01 10:03