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jevVIDEO

用 Jev 接管编码 agent 循环中的五个小决策

作者主张把选文件、选模型、命令安全判断、任务完成判断和工具输出取舍这五类小决策交给 Jev,约 100ms 响应,替代前沿模型的高价调用。

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@AnnatarXBT7 天前收录原推发布于 2026.10.21
Annatar.md @AnnatarXBT原推发布于 2026.10.21
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your coding agent can pay $1,716 a month for one decision that costs $1 on Jev 5 of the 6 steps in its loop never write a line of code they're small decisions, and each one gets billed at frontier prices the 5 calls Jev takes over: > which files are worth reading > which model gets the step > whether a command is safe to run > whether the task is really done > which tool output is worth keeping Claude keeps writing the code, and Jev answers each call in about 100 ms • how to use it > give this paper and the article below to Claude Code > tell it to rebuild its own loop around Jev one evening of Jev engineering, and your agent bill stops looking like rent 👇

这条是引用着另一条写的:x.com/mr_buzzoni/status/2103689373774483815

x.com/annatarxbt/status/2112912540393156978采集于 2026.10.22 10:07