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Jev 用法清单:用廉价判断过滤昂贵推理

作者列举 Jev 在代码检索、邮件分流、工具调用、RAG 过滤等场景中先做便宜判断、再决定是否调用大模型的六种用法。

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@nikks_techie2026.09.22收录原推发布于 2026.09.21
agentX @nikks_techie原推发布于 2026.09.21
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finally got to knw wat is Jev🥳🥳 Jev is getting interesting. Not because it replaces the big models. Because it can make you stop calling them for everything. Imagine: → Your coding agent gets 500 files Jev picks the 8 worth deeper analysis. → Your inbox gets 2,000 emails Jev decides what deserves an LLM. → Your agent wants to call a tool Jev asks: “Is this action actually necessary?” → Your RAG retrieves 50 chunks Jev kills the irrelevant ones before they hit the expensive model. → Your production system throws 10,000 events Jev finds the few that deserve attention. → Your AI memory wants to save everything Jev asks: “Will this matter later?” The pattern is simple: Cheap judgment → expensive reasoning only when needed. Maybe the future isn’t one giant model doing everything. Maybe it’s thousands of tiny decisions deciding when the giant model gets involved.

这条是引用着另一条写的:x.com/nikks_techie/status/2101932141500399730

x.com/nikks_techie/status/2102037675402547458采集于 2026.09.22 10:15