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A FIELD GUIDE TO JEV / VOL. 01

小小判断。
无限可能。

汇集 Jev 的真实项目、实用指南和来自全网的创意。

探索实验室指南
1,198项资源16种语言
TypeSafe AI THE OFFICIAL SIGNAL 4 HIGHLIGHTS
Diogo Almeida@CompleteSkepticLAUNCH POST

Jev发布帖

Diogo Almeida介绍了Jev，即TypeSafe的结构化决策模型。观看发布影片，并探索原始帖子了解该模型的方法、示例和作者报告的性能。

2026-09-15 · Launch postView on X

Start with the Launch Post. Explore four official signals.

1,198 项资源

AI-assisted summaries and translations. Check original sources for context and performance claims.

www.youtube.com

Jev is HERE. How to use it

Jev is HERE. How to use it. A resource explaining how to access Jev through the Vercel AI Gateway and its potential business applications.

Jev is HERE. How to use it
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0xBakeer

arbiter

Arbiter provides a tool to serve custom decision models through a Jev-shaped API, allowing developers to create tailored decision-making systems.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Tools & appsEnglish

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Jökull Sólberg Auðunsson

ensk

A research project featuring an English–Icelandic dictionary that uses Jev to rerank results for better accuracy.

ensk
Research & dataEnglish

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Marcos Martinez

jev-acento

A research project auditing Jev's performance with the Spanish language.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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Jack Vinijtrongjit

Jev attempts Resident Evil

A community post describes Jev attempting to play Resident Evil, testing its ability to handle 3D environments, objectives, and combat scenarios.

Jev attempts Resident Evil
Games & real timeEnglish

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Nick DeJesus 🛒🎉 - Former Unpaid CTO @BTPipeline

Jevals

Jevals is a local testing environment for evaluating Jev requests and improving results through primitive operations.

Jevals
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AliceRoselia

Typesafe_chess_eval

An evaluation of typesafe AI chess. As it turns out, the AI isn't doing really well even though chess is not a particularly open-ended game. Still, it's only a prototype and this probably wasn't optimzied for games.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Games & real timeEnglish

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tylergibbs1

sift

Chrome extension that re-ranks Google results with TypeSafe Jev and folds away sales pages and SEO filler.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Agents & browsersEnglish

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runta-dev

jot

The first general-purpose System One agent for Jev.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Agents & browsersEnglish

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ussyverse

hermes-jev-router

Experimental Hermes plugin: Jev-assisted model routing plans with budget and capability constraints. API access pending.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Agents & browsersEnglish

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gtaras7

typesafe-jev

Screen a folder of CVs with the TypeSafe Jev decision model: typed judgments, an editable policy, free re-scoring.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Decisions & routingEnglish

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MachineLearning-Nerd

jev-tetris

A visual TypeSafe demo where Jev chooses verified Tetris placements.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Games & real timeEnglish

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1jehuang

jev-pr-labeler

Semantic GitHub PR labels using Jev's typed decisions, with conceptual scope instead of line counts.

jev-pr-labeler
Creative & growthEnglish

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erhanmeydan

jev2048 (erhanmeydan)

TypeSafe'in Jev karar modeli gerçek bir online 2048 sitesinde oynuyor — hamle başına tek API çağrısı, tek anahtar.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Games & real timeEnglish

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Heman10x-NGU

Verdict-open-jev

Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground.

Verdict-open-jev
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thruwire

foreman

Software Factory Foreman: an agent supervisor that uses Jev decisions to keep coding agents on task.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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godspede

construct-auto-classifier

Effect-based safety gate for AI coding agents' shell commands (OpenCode, Antigravity): fast structural rules, then TypeSafe's Jev or a chat model judges what a command does. Certified with Jev at zero dangerous commands allowed.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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HackSing

jev-report

发明 RLHF 的人，这次做了个不会说话的模型：Jev 独立研究报告。52 页 PDF + 50 条中文实测复现包 + 143 条可回溯数据表.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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RomanSlack

jev-drone

Camera-only autonomous drone in MuJoCo with a small judgment model (TypeSafe Jev) in the loop at 2.5Hz.

jev-drone
Games & real timeEnglish

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rashedInt32

jev-mcp (rashedInt32)

MCP server exposing TypeSafe Jev as typed, calibrated judgment tools: classify, score, check, batched ask. Ships as a Claude Code plugin.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Agents & browsersEnglish

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jxucoder

mimicry

Rewrite AI drafts in your own voice with a bounded TypeSafe feedback loop.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Tools & appsEnglish

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Icohen007

jev-play-ping-pong

Jev plays browser table tennis in real time: structured telemetry, typed decisions, ordinary Chrome inputs, and auditable evidence.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Agents & browsersEnglish

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finetuningsingh

intelliprompter

A teleprompter of talking points that checks each one off as you cover it, using TypeSafe's Jev Score questions.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Tools & appsEnglish

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FFatTiger

new-api-plugin-typesafe

TypeSafe AI System One (Jev) task plugin for QuantumNous/new-api — native /v1/systemone, synchronous evaluation, token billing.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Research & dataEnglish

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Omar Hernandez

jevmod

GitHub project for content moderation with category-specific probability thresholds. Enables automated content filtering.

jevmod
Decisions & routingEnglish

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qkal

Canny

Stops AI coding agents from claiming work is done without evidence. Deterministic hooks decide, TypeSafe's Jev advises. Append-only ledger, zero runtime dependencies.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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Philipp D. Dubach

pi-jev-router

A GitHub project for a Pareto-optimal OpenRouter router for Pi, decided by Jev.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Decisions & routingEnglish

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TypeAR-AI

TypeAR

Type-safe one-decision-per-token decoding engine for autoregressive LLMs, inspired by Jev.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Research & dataEnglish

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y0usaf

pi-jev (y0usaf)

TypeSafe Jev as a decision layer for the Pi coding agent: a measured tool-call gate plus jev_ask for typed, calibrated answers.

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lyk

RoboJEV

A developer project for the hardware shelf involving two-stage Jev control of a robotic arm in MuJoCo.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Devices & roboticsEnglish

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