A FIELD GUIDE TO JEV / VOL. 01

작은 판단.
커다란 가능성.

인터넷 곳곳의 Jev 프로젝트, 실용적인 가이드와 놀라운 아이디어를 한곳에서.

1,198개 자료16개 언어
THE OFFICIAL SIGNAL 4 HIGHLIGHTS

공식 원문 4편. 방문할 때마다 새로운 순서로.

1,198 개 자료

요약·번역에 AI를 활용합니다. 원문과 성능 주장은 출처에서 확인하세요.

Misbah Syed

A page-by-page OCR router

A Jev-powered system that analyzes PDFs page by page to determine which require OCR processing.

A page-by-page OCR router
판단 · 라우팅English

출처 기반 큐레이션

compozy

yoshi

Context-pruning proxy for Claude Code and Codex: Jev judges which history is still needed, measured not claimed. POC here now, heading soon into https://github.com/compozy/compozy.

yoshi
에이전트 · 브라우저English

출처 기반 큐레이션

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
게임 · 실시간English

출처 기반 큐레이션

에디터 픽공식 자료번역 요약
TypeSafe AI

TypeSafe 공식 출시 발표

TypeSafe가 스텔스 모드를 마치고 Jev를 공개했습니다. Diogo Almeida의 런치 영상과 소개 스레드로 이어지는 공식 발표입니다.

VIDEO
처음 시작하기English

출처 기반 큐레이션

Alejandro Fanjul 🛸

Jev as a language generator

Jev is presented as a language generation tool in a community post, challenging perceptions about its capabilities.

Jev as a language generator
도구 · 앱English

출처 기반 큐레이션

Mihajlo Micic

jev-tool-runner

Jev-Tool-Runner is a GitHub project where Jev selects developer tools and Codex generates code based on those selections.

jev-tool-runner
에이전트 · 브라우저English

출처 기반 큐레이션

Sarvagya Kulshreshtha

400 companies matched to one candidate

A community post describing a system that matches one candidate to 400 companies with a confidence score in 12 seconds.

VIDEO
크리에이티브 · 성장English

출처 기반 큐레이션

Hamilton Ulmer

DuckDB Jev classifier

DuckDB extension that classifies rows in CSV, Parquet, or DuckDB tables with Jev, about 10 seconds per 1,000 rows.

DuckDB Jev classifier
판단 · 라우팅English

출처 기반 큐레이션

acorn181

Semantic Bookmark

A Chrome extension that organizes bookmarks using user-defined rules for categorization.

Semantic Bookmark
도구 · 앱English

출처 기반 큐레이션

에디터 픽공식 자료번역 요약
Diogo Almeida

Jev 런치 포스트

Diogo Almeida가 TypeSafe의 구조화된 판단 모델 Jev를 소개합니다. 런치 영상과 원문 스레드에서 접근 방식, 활용 사례, 제작자가 발표한 성능을 확인하세요.

VIDEO
처음 시작하기English

출처 기반 큐레이션

Ably Labs

Jev Pong

Game where Jev competes against LLMs in Pong.

Jev Pong
게임 · 실시간English

출처 기반 큐레이션

Juris

Jev plays Balatro

Jev from @typesafeai plays Balatro, making quick decisions on cards and gameplay within 200-500ms.

Jev plays Balatro
게임 · 실시간English

출처 기반 큐레이션

x.com

The compaction plugin, tried

A community experiment using Jev as a plugin in Claude to reduce unnecessary tool calls, cutting token count from 1M to 86K.

The compaction plugin, tried
에이전트 · 브라우저English

출처 기반 큐레이션

Mormon Negro

Headless Chromium agent

An agent using headless Chromium to quickly navigate the web, demonstrated by browsing Wikipedia links efficiently.

VIDEO
에이전트 · 브라우저Español

출처 기반 큐레이션

William Prout

A Jev Magic 8 Ball

A playful tool using Jev to provide random answers to questions.

A Jev Magic 8 Ball
도구 · 앱English

출처 기반 큐레이션

Malek Gara-Hellal

guesswork

A tool enhancing zsh autosuggestions with Jev-based ranking instead of prefix matching.

guesswork
크리에이티브 · 성장English

출처 기반 큐레이션

Paul

jev-piano

A developer project for the games shelf, where Jev improvises piano with proper questions.

jev-piano
게임 · 실시간English

출처 기반 큐레이션

Idan Levin

Jev on the WebMCP benchmark

Jev achieved 100% task success on the WebMCP benchmark with significantly lower model costs compared to other systems, using a combination of tool selection and argument generation.

Jev on the WebMCP benchmark
에이전트 · 브라우저English

출처 기반 큐레이션

Sachin

Jev plays Catan

A community post exploring Jev's behavior in a game of Catan, where multiple Jevs struggle with negotiation.

VIDEO
게임 · 실시간English

출처 기반 큐레이션

nader dabit

Predictive spreadsheets

A tool that interprets spreadsheet intent rather than just recalculating numbers, providing rapid contextual analysis.

VIDEO
도구 · 앱English

출처 기반 큐레이션

SSH

A browser-agent stress test

A community post testing Jev's performance in a browser environment, noting limitations after five actions.

A browser-agent stress test
에이전트 · 브라우저English

출처 기반 큐레이션

fatwang2

awesome-jev (fatwang2)

A source-backed Jev project directory with a reusable Jev-only GitHub review workflow.

awesome-jev (fatwang2)
도구 · 앱English

출처 기반 큐레이션

kraayenjon

awesome-jev (kraayenjon)

A curated list of Jev use cases, projects, SDKs, and resources. Jev is TypeSafe AI's System One model for fast, typed decisions in software — Choice, Score, and Noul with calibrated probabilities.

awesome-jev (kraayenjon)
도구 · 앱English

출처 기반 큐레이션

x.com

The compaction plugin, in Chinese

A plugin using Jev's scoring capability to remove unnecessary terminal garbage and redundant logs, improving agent performance.

VIDEO
에이전트 · 브라우저简体中文

출처 기반 큐레이션

Ziwen

A Tetris placement picker

A tool that analyzes Tetris board positions and selects optimal placements in under half a second.

A Tetris placement picker
게임 · 실시간English

출처 기반 큐레이션

Vlad Dubchak

Scoring every shot in a video ad

A tool that scores video ad shots in 1.5 seconds using Maxfusion and Jev, processing over 450 ads in under three minutes.

Scoring every shot in a video ad
판단 · 라우팅English

출처 기반 큐레이션

AI Builder Club

jev-browser, a general browser skill

Jev-browser enables agents to perform web tasks by automatically opening websites and making click decisions based on screen content.

VIDEO
에이전트 · 브라우저English

출처 기반 큐레이션

moritzkremb

jev-voice-browser

Control a real browser by voice. Jev (TypeSafe System One) decides intent + target in ~300 ms per spoken word; Playwright acts — often before you finish the sentence.

jev-voice-browser
에이전트 · 브라우저English

출처 기반 큐레이션

Shivam Chauhan

Manhattan pathfinding

An experiment exploring Jev's ability to solve pathfinding problems compared to traditional algorithms like A*.

Manhattan pathfinding
도구 · 앱English

출처 기반 큐레이션

kaize

Claude Code context compaction

Jev was integrated with Claude Code to address context compaction challenges in agent workflows, showing promising results.

Claude Code context compaction
에이전트 · 브라우저English

출처 기반 큐레이션

vogel

Triage across 1,500 emails

A system tested on 1,500 emails for classification effectiveness. Demonstrates potential for automated email management.

VIDEO
판단 · 라우팅English

출처 기반 큐레이션

번역 요약
Rob Hallam

SuperX와 함께 포스트 점수 매기기

Jev와 통합된 SuperX는 빠른 포스트 점수 매기기를 가능하게 하며, 61개의 질문을 1초 미만으로 분석하고 높은 바이럴 가능성 예측 정확도를 제공합니다.

VIDEO
판단 · 라우팅English

출처 기반 큐레이션

x.com

Jev on OpenRouter

Jev is a System One model on OpenRouter that provides decisions with probabilities.

VIDEO
판단 · 라우팅English

출처 기반 큐레이션

Hamed Valigholizadeh

Which exam questions come back

A community post showcasing Jev's ability to rank exam questions by likelihood of appearing on real tests within 80 seconds.

VIDEO
도구 · 앱English

출처 기반 큐레이션

Bently

siftr

A developer project offering semantic code search for coding agents, benchmarked on SWE-bench Lite.

siftr
에이전트 · 브라우저English

출처 기반 큐레이션

Epiphany Dynamics

Port Cleanup

A macOS tool for identifying safe ports to stop, developed as a GitHub project.

Port Cleanup
도구 · 앱English

출처 기반 큐레이션

Ying-Kai-Liao

jev-browser (Ying-Kai-Liao)

Browser automation where an LLM plans and Jev (Typesafe System One) decides. Library, CLI and MCP server.

jev-browser (Ying-Kai-Liao)
에이전트 · 브라우저English

출처 기반 큐레이션

Niaz Morshed

jev-review

An experimental local-first plugin for coding agents that uses Jev to provide quality feedback during development.

VIDEO
에이전트 · 브라우저English

출처 기반 큐레이션

Jerry the Martian

Jev compaction for OMP

Reduces context usage by 30-55% through Jev-based compaction for OMP agents.

Jev compaction for OMP
에이전트 · 브라우저English

출처 기반 큐레이션

0xLogicrw

Early Jev tools roundup

Thread cataloguing the first wave of Jev tools: MCP servers, routers, reviewers, and browser agents.

Early Jev tools roundup
에이전트 · 브라우저简体中文

출처 기반 큐레이션

benkigera

Focus Rail train routing

A community post describing a game where Jev routes trains to stations in real time without a solver.

Focus Rail train routing
게임 · 실시간English

출처 기반 큐레이션

Mnimiy

A draft quality gate

A community post discussing a system where Jev acts as a quality gate for drafts, though it faced issues with communication.

A draft quality gate
도구 · 앱English

출처 기반 큐레이션

Martijn Verbove

MakerMap

A tool that finds local makers using Jev, claiming high accuracy.

MakerMap
도구 · 앱English

출처 기반 큐레이션

x.com

Diogo Almeida’s tech talk

A community post shares a tech talk by Jev's founder, highlighting its speed, cost-effectiveness, and lack of hallucination.

VIDEO
도구 · 앱English

출처 기반 큐레이션

Kevthetech143

super-jev

A small, extensible decision-to-action harness for TypeSafe Jev.

super-jev
도구 · 앱English

출처 기반 큐레이션