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Kelbie | Sovran on X: I made a tool with Jev that reads my whole codebase to answer one question: what
@KevinKelbie@KevinKelbielisted 48m agoreviewed by JevI made a tool with Jev that reads my whole codebase to answer one question: what should I be looking at? Every chunk of code in your project is scored for relevance. ❤️ 4 likes on X
- Author
- @KevinKelbie
- Use case
- Coding & Code Review
- Added
- 2026-09-25
All figures come from the author. Check the source before you quote them.
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Jev guides for this use case
- Using Jev as a judge for evalsGrading with a decision model instead of a prose-writing judge, and why calibrated confidence is the real prize.
- Wiring Jev into Claude Code and Codex via MCPPutting a decision model behind a coding agent: what MCP buys you, what to gate, and what we have not verified.
- How Jev sorts a build into one of 21 use casesThe 21 criteria Jev classifies against, published in full, plus what the reviewer sees and how ambiguity is handled.
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