用 Jev 替 Opus 5.5 做四类决策,省前沿 token
视频讲把「加载哪些笔记、谁跑这步、失败后怎么办、先跑哪些测试」四类选择交给 Jev,Opus 只负责写作与规划。
holy sh*t, someone just mapped the 4 decisions you should stop paying Opus 5.5 for your agent spends frontier tokens on questions a smaller layer answers better: → which notes to load: score them, don't load all nine → who runs the step: a rename doesn't need the frontier model → what to do after a failure: retry once, switch tools, or stop and ask → which tests to run first: focused tests first, full suite before merge the boundary: Opus 5.5 → writing, planning, reading unfamiliar code Jev → choosing among the options it was handed harness → option list, thresholds, permissions, budget verifier → reads the file, the diff and the test output again the generator changes the decision layer doesn't OpenAI, DeepMind, Anthropic, Grok. one contract save this ⭣
这条是引用着另一条写的:x.com/gyome1_/status/2098057823930155319