Jev + Claude Code 工作流:用 YES/NO、CHOICE、SCORE 省下编码 agent 成本
一套 Jev 搭配 Claude Code 的编码 agent 架构:廉价判断做闸门与路由,只把高风险或不确定的决策升级给 Claude/Codex,再回跑验证。

this Jev + Claude Code workshop could save you $5,000 in coding agent costs the core idea: your coding agent shouldn’t be the default model for every decision → YES / NO handles bounded gates → CHOICE routes work to the right tool, owner or workflow → SCORE rates things like regression risk, severity or maintainability → uncertain or high-impact cases escalate to Claude Code or Codex → after the fix, the same cheap checks run again → the same loop works for browser verification, code review, code smells, qualitative linting and runtime events the architecture is simple: state → Jev → gate → Claude / Codex → verify → re-run read the full breakdown below
这条是引用着另一条写的:x.com/0xmovez/status/2101007482919227841