Jev ecosystem projects — page 9

TypeLLM: LLMs with type-safe generation

Skill for Hermes, and other agents, to ask typesafe's jev

Typed JSON inference with DiffusionGemma, with Every and Jev benchmark results

This is a LLM Gateway that mimics typesafe ai structured output. Like an imposter Jev.

A simple Spring Boot 4 starter for TypeSafe Jev using Spring MVC and RestClient

Catch code issues before they catch you.

Four decision-quality tools on Jev (TypeSafe System One): Jev answers structured questions, deterministic code keeps the final say.

A Java SDK for the TypeSafe AI JEV API, & Spring AI TypeSafe integrations.

Supersimple way to serve LLMs as a Jev-like endpoint

Classify Git commit diffs and messages with Jev. Bug fixes, security fixes/CWEs, and change types.

Real-time risk triage gateway for exchange deposits and withdrawals — Jev (TypeSafe System One) handles triage only; adjudication stays in deterministic code.

An open training and inference stack for Jev-style decision models. Train models to score dynamic candidate branches from a shared prefix, with support for high-cardinality choice, calibration, and fast batched inference.

Replicating Jev with a local LLM

Open replica of TypeSafe's Jev: typed calibrated decisions in one forward pass, on Gemma 4 E2B / Gemma 3 270M (Modal)

Typed-judgment admission control at the traffic edge: three-layer prompt-injection and abuse filter for nginx/OpenResty, powered by TypeSafe Jev. Fail-open, cached, hot-reloadable.

Voice and text control for macOS. One floating bar, live UI action selection with Jev, and a continuous observe–act–verify loop.

Retrieve by relevance, not resemblance: filter an AI assistant's memories with TypeSafe's Jev

Permutation Invariant Jev

System One compatible API for open decision models, written in Rust.

Data extraction for systematic reviews, quoted from the papers. Ask a trial report and its supplements your extraction form or a RoB 2, ROBINS-I, QUADAS-2 or TIDieR template; Jev points at the lines, every answer is a verbatim quote with its page, you check it and export the table. Files stay in your browser.

看看 Jev 能做什么：用中英文讲清热门应用、工作原理和各自优缺点。Explore Jev apps with plain-language examples, explanations, and comparisons.

Batched single-token choice inference for open language models, compatible with TypeSafe

A Clash Royale bot with no trained policy: Jev (TypeSafe System One) makes every decision from the live game state

TypeSafe Jev for OTP: reply to Jev from a GenServer and pattern match on its answer