Jev + Claude Code = The Cheapest Agentic Coding Loop Yet
Ray Amjad demonstrates Jev inside a Claude Code workflow, using bounded questions to score and verify work while the coding model handles implementation.
Original by Ray AmjadAgent workflowsYouTube videoOriginal published Source reviewed
Before you dive in
What you’ll find in the original
Convert review criteria into Noul, Score, or Choice questions rather than asking the coding model for another free-form self-review.
Use a rubric score as a branch in the loop—for example, continue revising until verification is strong enough.
Any cost advantage depends on how often checks replace full coding-model calls and whether the checks catch meaningful failures.
Worth knowing
This is one coding workflow and its cost framing is creator-reported; it does not measure defect detection on a benchmark.