用 Jev 分类模型逐步选择合法 token 编写 C++
作者用 TypeSafe 的 Jev 决策/分类模型做实验:每步只提供语法合法的候选 token,让模型选择,从而生成 C++ 代码。
Jev通过四个决策(上下文、路由、恢复、测试)削减编码代理费用68.8%,让Opus 5.5专注于代码编写。
4 decisions cut my coding agent bill by 68.8%. 1. Notes → what context does Opus actually need 2. Route → which tasks need Opus at all 3. Recover → retry, rethink or escalate 4. Tests → when to run them and which ones Jev decides all 4. Opus 5.5 writes the code. The