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Jev Compiler (Jevc)

A CLI that compiles natural-language agent rules into Jev programs: a few narrow typed questions answered by TypeSafe's System One model plus a reducer that computes the verdict in ordinary code, so a markdown rule becomes an invariant you can read, diff and unit-test.
Reading time
2 min
Published by
Community
Added
Nov 2026

Highlights

  • Compiles natural-language rules into typed Jev questions plus a reducer written in ordinary code.
  • jevc scan reads CLAUDE.md, AGENTS.md, GEMINI.md, .cursorrules, copilot-instructions and .claude skill and agent files.
  • Ships 58 recorded fixtures; jevc check replays them offline with no API key and no network.
  • jevc compile --lift prints a lowering request for an agent you already have open, with no second API key or bill.
  • Targets the non-generative jev-1.13.0 model, which returns probabilities and never text; Node >= 22 runs the test suite.

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Reactions & coverage

Posts, threads, and videos about this entry from around the web.

X: Vercel's fx safety reviewer, measured at 18× faster

Reddit: Early experiments wiring Jev into Pi as a safety layer and model router.

YouTube: Ray Amjad puts Jev inside an agentic coding loop and looks at what it costs to run.

YouTube: RoboNuggets puts Jev to work inside Claude Code.

From the Jev guides

Original write-ups on what this entry is for.

From the Jev AI model community

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