What it is
A suite of four Java tools for real-world verification: sponsored video delivery, candidate fit, edit fidelity, and rental listing claims. Each feeds sanitized evidence to Jev and keeps thresholds and routing in deterministic code.
How it uses Jev
Jev answers typed questions (score/choice/noul) over sanitized evidence. Results feed a NoulGate that passes high-confidence, fails confident, and routes the rest to human review. Thresholds, vetoes, and routing live in plain Java.
Primitives:scorechoicenoul
Technique worth stealing
Three-way NoulGate: high-confidence pass, confident fail, everything else to human review.
Try it
mvn package (JDK 17+ and Maven; jev-proof also needs yt-dlp).
Evidence
Each line is one question put to Jev about the README. ≥ 0.60 reads as yes, ≤ 0.40 as no; in between Jev is not making a call.
- Jev-centricyes0.93
- Shows a System One patternyes0.90
- Handles uncertaintyno0.11
- Measuredyes0.97
- Runnableyes0.62
- Worth recommendingunclear0.59
- Model replicano0.07
- Problem scopescore on a 0–2 scale1.31
- About Jevyes0.98
Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 23 Sept 2026.