TeXposit reports that Jev evaluated five Rigour Mode examples in 2.4 seconds, versus roughly 28 seconds for its previous LLM-based judge, agreeing on four of five. TeXposit also uses Jev as a preflight step, answering batched yes-or-no questions to select skills, files, and tools before a session begins, and as a turn-level router choosing between fast, general, and smart models. Judge Jev checks final answers against requirements, with failed checks sent back for revision.
No score is assigned. Sources and their independence are shown in the citation chain below.