jev-headline-bench

A fast System One decision model (Jev or local Laya) picks which LLM answers each prompt: OpenAI-compatible Go gateway + decision benchmark

Can Jev replace an LLM reranker? A benchmark of TypeSafe's Jev vs Claude Haiku and BGE on natural-language search over all 6,245 YC companies, with a live search demo.

mini-Jev: what a Jev-style typed-decision interface looks like on a frozen Qwen3-4B — read the option letter's logits instead of generating JSON. Preregistered experiment, results, teaching bench.

when a gopher met Jev

A browser agent that turns a single goal into a sequence of lightning-fast actions.

收集全网优秀 case 的收藏库 | A curated collection of excellent cases from across the web

Vercel Labs terminal CLI that can run Jev as the evaluation model for its evaluate command.

grep by meaning, across languages. TypeSafe Jev scores every line against a meaning; combine meanings with AND/OR/NOT. 意味で探す grep。日本語で英語を、英語で日本語を検索できる

Desktop app that runs terminal coding agents in parallel git worktrees, with Jev judging each changed file against what the workspace was asked to do.