Jev + Claude Code workflow uses YES/NO, CHOICE and SCORE to cut coding agent costs
A coding agent architecture pairs Jev with Claude Code so cheap judgments handle gates and routing, escalating only high-risk or uncertain decisions to Claude or Codex before re-running verification.
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
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