Jev 接管决策分叉，Opus 日账单从 110 美元降到 4 美元
作者让 Jev 负责选笔记加载、派活、故障恢复和测试顺序等选择题，Opus 只做硬推理，每次选择约 100ms 且输出 token 免费，同一工作量每月省约 3180 美元。
Jev + Claude Opus 5.5 is f*cking dangerous hand the decision forks to Jev and one agent's bill drops from about $110 a day to $4 i still haven't found a better way to run Opus 4 calls Opus never has to make again: -> which project notes to load before context fills -> which easy steps go to a faster worker -> how to recover when a tool breaks, without blind retries -> which quick checks run before the full test suite Opus keeps every hard reasoning step Jev just picks from options the harness already tested each pick comes back in about 100 ms, and Jev's output tokens are free Jev engineering in one line: Opus gets the essay questions, Jev gets the multiple choice that's about $3,180 a month off the same workload numbers like that get people promoted read the paper in the video first, then the full Jev guide:
这条是引用着另一条写的：x.com/mr_buzzoni/status/2104783226833186920