VERIFYDevtools & code

Jev: A Tiny Yes/No Model for Code Task Verification

ami shah@ami_shah1

25 views · 4 likes · 1 replies on X · does not affect score

Jev is a small model used to verify the completion status of coding tasks by analyzing session diaries, ensuring accuracy and preventing false 'done' reports.

Related builds

Jev Judgment Model Evaluation

Jev is a judgment model from TypeSafe AI that provides probabilities and confidence scores for typed questions based on a given state, designed to function as a non-acting governance layer.

Marquise@marquisehurtt

403 views on XJev score 80

Jev Decision Model

Jev is a typed decision model that returns a probability for a given state (question, answer, evidence) instead of generating prose or structured data, making it faster and cheaper than traditional AI judges.

Jose Luis Latorre | #MVP | #K6 | @DotNetZurich@joslat

40 views on XJev score 79

Jev: Probabilistic Decision Model

Jev is a model that provides probabilistic decisions on defined questions instead of generating text, operating in a single parallel pass with typed inputs and outputs.

Robot-man@RobotsTJ500

202 views on XJev score 75

Automated Codebase Conformance Checking

This project uses Jev to automatically check code changes against predefined implementation plans and Architecture Decision Records (ADRs), identifying discrepancies and ensuring adherence to specifications.

Skolte@jskolte

111 views on XJev score 74