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Jev harness 搭建指南:号称快 200 倍省 400 倍

有人写了搭建 Jev harness 的指南,主张瓶颈在 agent 的路由、工具和上下文管理而非模型本身,可把 PDF 丢给 Claude Code 或 Codex 照着重建。

Arindam Majumder 𝕏
@Arindam_17299 天前收录原推发布于 2026.10.20
Arindam Majumder 𝕏 @Arindam_1729原推发布于 2026.10.20
在 X 上打开原推

this is gold for anyone building coding agents. Someone wrote a guide to building a Jev harness. the promise: → 200x faster → 400x cheaper and the best part? you don't need a better model. the bottleneck is often the harness around it: how your agent routes tasks, uses tools, manages context, and decides what deserves a full LLM call. here's how to try it: → grab the PDF and the accompanying article → drop both into Claude Code or Codex → ask it to rebuild its own harness based on the guide one evening of setup could give your coding agent a serious upgrade. same model. smarter harness. less waiting, lower bills. most teams are still trying to solve every problem by switching models. start by fixing the system around them. https://x.com/Mr_Buzzoni/status/2111705083826110787/video/1

这条是引用着另一条写的:x.com/arindam_1729/status/2109722598406025614

x.com/arindam_1729/status/2112272655659508207采集于 2026.10.20 10:06