拆解 Agent 循环里每轮重复的 5 个决策，交给 JEV 走快路径
作者把 Agent 每轮都要做的选工具、重试或停、是否有效、下一步、记住什么五个决策抽出来交给 JEV，模型只处理真正需要思考的部分。
Who said coding needs a keyboard? 😮💨 this guy wrote Hello World with a pen. no compiler, no shortcuts, no IDE. just the bare minimum to make it run. that's exactly how JEV works inside an agent loop. every cycle your agent makes the same 5 decisions. which tool. retry or stop. is this valid. what next. what do i remember. all five going through the full model like it's the first time. JEV pulls them out. structured state, fixed outcomes, one fast path. the model only touches what actually requires thinking. verification catches bad routes before they propagate. every pass the loop gets cleaner. i mapped the full engineering loop below ↓
这条是引用着另一条写的：x.com/0xaigoat/status/2102027640752177195