OPEN-SOURCE PROJECT

jev-align

1. Evaluates the configured dataset and measures uncertainty. 2. Selects ambiguous rows plus a random audit sample for you to label. 3. Uses your accumulated labels and optional rationales to run GEPA. 4. Shows the score, certainty change, and proposed definition diff. 5. Lets you accept, reject, rewind, or resume later.

Stars
247
Forks
19
License
Apache-2.0
Last commit
2026-09-20

What Jev does here

Jev returns a structured decision for the local program; consult the source for the exact decision policy.

Adds structured choices or scores to the workflow; performance and cost benefits have not been independently verified.

Based on repository metadata and README with rule-based classification; pending human review, with no independent runtime or performance verification.