Awesome Jev

index / intikhab49/open-jev-typed-decision-engine

open-jev-typed-decision-engine

Open reproduction of TypeSafe Jev: a 150M typed decision engine (noul/choice/score in one non-autoregressive pass, calibrated confidence). 0.697 vs Jev's 0.727, 2.5x better calibrated, 4x faster, free. Trains on a Colab T4 in 30 min.

Research and EvalsRoutingListedPython

Repository

Stars0
LanguagePython
LicenseApache-2.0
Created2026-09-19
Last pushed2026-09-19
Officialno

Judgment

Genuine Jev project0.95
gate 0.5
Uses Jev at runtime0.05
Is a meta list0.03
Is a reimplementation0.93

Quality scales

Substance1.92 / 3
gate 0.5
Docs2.99 / 3
Novelty1.89 / 3
Composite score0.73

Category distribution

Research and Evals1.00
SDKs and Clients0.00
Learning0.00
Other0.00
Integrations0.00
Games and Simulation0.00
Agent and Dev Tooling0.00
Applications0.00
Assigned categoryResearch and Evals
Category probability1.00
Category confidence1.00
PatternRouting
Pattern confidence0.63

Curation

StatusListed
Reasongate passed
README pickno
Overridenone

Sources

  • search:topic:jev
  • search:topic:typesafe-ai
  • search:jev in:name,description,readme created:2026-09-19

Provenance

Modeljev-1.13.0
Question setv2
Judged at2026-09-20 11:23 UTC