Live site · by malevrigns

AgentJev-0.6B

State in. A distribution out. Nothing decoded.

A Qwen3-0.6B backbone with a candidate head that ranks coding patches and answers workflow decisions with zero decoded tokens. It was trained on executed coding pairs, where the label comes from hidden checks. It reaches 57.8% coding accuracy and 87.2% agreement with the teacher on 500 invoice-processing questions.