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4 HIGHLIGHTS
Diogo Almeida@CompleteSkepticLAUNCH POSTJev 런치 포스트
Diogo Almeida가 TypeSafe의 구조화된 판단 모델 Jev를 소개합니다. 런치 영상과 원문 스레드에서 접근 방식, 활용 사례, 제작자가 발표한 성능을 확인하세요.
2026-09-15 · Launch postView on X
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 HIGHLIGHTSDiogo Almeida@CompleteSkepticLAUNCH POST
TypeSafe AI@typesafeaiOFFICIALTypeSafe 공식 출시 발표
TypeSafe가 스텔스 모드를 마치고 Jev를 공개했습니다. Diogo Almeida의 런치 영상과 소개 스레드로 이어지는 공식 발표입니다.
2026-09-15 · TypeSafe AIView on X
TypeSafe AI@typesafeaiOFFICIAL대기 목록 없이 Jev 시작하기
TypeSafe가 대기 목록 없는 Jev 공개 접근을 발표했습니다. 공식 콘솔에서 앱에 사용할 구조화된 판단을 시작할 수 있습니다.
JEVLAB ART2026-09-20 · TypeSafe AIView on X
TypeSafe AI@typesafeaiOFFICIAL코드가 바로 사용할 수 있는 판단
TypeSafe가 Jev의 구조화된 출력을 소개합니다. 앱의 상태와 질문을 전달하면 확률·선택지·점수로 응답하며, 연결된 발표에서 Venice API 통합도 확인할 수 있습니다.
JEVLAB ART2026-09-18 · TypeSafe AIView on X
Launch Post부터 시작하세요. 공식 원문 4편을 살펴볼 수 있어요.
1,198 개 자료
요약·번역에 AI를 활용합니다. 원문과 성능 주장은 출처에서 확인하세요.
Dicklesworthstone
skillranker
Rust CLI powered by Jev from TypeSafe.ai that ranks agent skills for the next step using live session context. Includes Claude Code hooks, structured JSON, abstention, and local feedback. Requires a TypeSafe API key.
JEVLAB ARTAgents & browsers
English
Agents & browsersEnglishSource-linked curation
Source-linked curationVal Alexander
TypeSafe AI playground
A developer project offering 110 interactive use cases, games, and scenarios with editable prompts.
JEVLAB ARTGames & real timeEnglish
Games & real timeEnglishSource-linked curation
Zahle KhanJev board
A community post introducing Jev board, a tool for ambient intelligence interfaces using fast, reliable models.
Tools & appsEnglish
Tools & appsEnglishSource-linked curation
brnyxx
jev-ra
Browser use for coding agents, 3-5x faster than browser-use. MCP server + CLI; TypeSafe Jev decides every step in ~300 ms.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
Anas Khan
Pokémon FireRed Elite Four run
Pokémon FireRed Elite Four run. A community post describing an experiment where Jev successfully completed a game with low-cost resources.
JEVLAB ARTGames & real timeEnglish
EnglishSource-linked curation
GodsBoy
jev-agent-skill-router
Typed, confidence-aware agent skill routing with TypeSafe Jev.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
Adrián Mato 🐙
Switch between manual and AI play
A gaming project enabling seamless switching between manual and AI-driven gameplay using Jev.
JEVLAB ARTGames & real timeEnglish
EnglishSource-linked curation
1 주간 클릭
1 주간 클릭Frank-ZY-Dou
awesome-jev (Frank-ZY-Dou)
Public examples of Jev used for robot control, 3D modeling and adjacent control tasks, with sources and archived media.
JEVLAB ARTDevices & roboticsEnglish
Devices & roboticsEnglishSource-linked curation
공식 자료TypeSafe AIJev plays Doom
Jev demonstrates real-time decision-making in the game Doom, making moves up to ten times per second.
Games & real timeEnglish
EnglishSource-linked curation
Paolo Rosson
Fourteen checks for every pull request
Jev reviews pull requests with 14 automated checks, detecting issues like hardcoded secrets and SQL patterns.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
AnotiaWang
awesome-jev (AnotiaWang)
A curated list of awesome Jev / TypeSafe System One applications, libraries, and resources.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
blog.lepine.pro
Let’s look at Jev
Jev is discussed with examples of Choice, Noul, and Score in a Python project.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
Nick DeJesus 🛒🎉 - Former Unpaid CTO @BTPipeline
Jevals
Jevals is a local testing environment for evaluating Jev requests and improving results through primitive operations.
JEVLAB ARTResearch & dataEnglish
Research & dataEnglishSource-linked curation
IT guy
Hipershopping with Agentcard
Agentcard integrates Jev and Kernel to enable secure and efficient online shopping by agents, avoiding token costs and safety issues.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
Chase Lean
An AI-writing slop detector
Jev is used to identify and flag low-quality text generated by Opus.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
Yohei
Jev tries drawing on a pixel canvas
Jev attempted to draw on a pixel canvas but failed to produce recognizable output, indicating limitations in its generative capabilities.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
Krzysztof
Jev as a QA tester
A community post suggesting Jev can be hired as a QA tester through @typesafeai.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
usenotra
notra
Marketing analytics platform whose feature flag routes brand-visibility classifiers off an LLM and onto Jev boolean decisions.
JEVLAB ARTDecisions & routingEnglish
Decisions & routingEnglishSource-linked curation
1 주간 클릭
Dmytro Hrybov
MuJoCo robot-arm control
Using Jev for real-time control of a robot arm in MuJoCo, with a two-step decision process for actions and movements.
JEVLAB ARTDevices & roboticsEnglish
EnglishSource-linked curation
Marcel Pociot 🧪
Contextual clipboard quick actions
A tool that provides quick actions based on clipboard content, specifically for macOS.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
x.comFull Jev tutorial
A community post providing a tutorial on Jev, including demos for browser control and AI memory.
Agents & browsersEnglish
EnglishSource-linked curation
Marc KöhlbruggeA computer assistant that listens
A real-time computer assistant using Jev and local Whisper to process voice input, classify actions, and interact with the screen through a Swift app for accessibility.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation
alaska
Choice versus Noul trolley dilemmas
A community post explores Jev's decision-making in ethical scenarios, comparing different approaches.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
www.youtube.com
It really is. No joke.
A resource discussing a new model type that outperforms LLMs in specific areas, collected for the tools shelf.
Tools & appsEnglish
EnglishSource-linked curation
Radix ILS
typesafe-sdk-go
A Go client for the TypeSafe API, aimed at developer tools and applications.
JEVLAB ARTStart hereEnglish
EnglishSource-linked curation
tamaraInstant compaction for Claude
Enables instant compaction by scoring and filtering tool calls efficiently.
Agents & browsersEnglish
EnglishSource-linked curation
Sim AudienceAn A/B test against 4,000 personas
A community post describes an A/B test using Jev to analyze 4,000 demographic profiles, demonstrating its speed in processing and evaluating content.
Tools & appsEnglish
EnglishSource-linked curation
Jökull Sólberg Auðunsson
ensk
A research project featuring an English–Icelandic dictionary that uses Jev to rerank results for better accuracy.
JEVLAB ARTResearch & dataEnglish
EnglishSource-linked curation
droidrun
mobile-jev
Standalone Android agent for Mobilerun where Jev makes every decision, with a live React studio and an Uber demo.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
vercel
eve
Vercel's open agent framework, which ships Jev as the default evaluation model in its experimental evaluate path.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
Eric Zhangopenjev-sglang
A Jev-compatible public API using an open model for fast parallel processing.
Tools & appsEnglish
EnglishSource-linked curation
24601
Augustus
Agent skill: design judgment-assisted systems with TypeSafe Jev (System One). Maps Choice/Score/Noul onto decision theory, reranking, and routing. Composition algebra, question design, validation gates. MIT.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
AbdelStark
awesome-typesafe
Curated list of official resources and community projects for TypeSafe, System One models, and Jev, with a GitHub Pages site.
JEVLAB ARTStart hereEnglish
EnglishSource-linked curation
Zaious
jev-capability-atlas
Independent, evidence-based map of when TypeSafe's Jev actually holds up vs. breaks down — real API-call receipts, not a leaderboard. 中文為主的雙語 repo。
JEVLAB ARTResearch & dataEnglish
EnglishSource-linked curation
x.comWhat Jev is, and the businesses it unlocks
Explains Jev's role in automating decision-making processes and enabling new business models through efficient task sorting and classification.
Agents & browsersEnglish
EnglishSource-linked curation
Otto🐾
An offline research decision gate
A community post describing an offline decision system using Jev to evaluate research branches efficiently.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
Kevin Kern
Android end-to-end testing
Testing Jev's performance in automating Android end-to-end tests, showing faster results compared to other tools.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
RanjanAskJev
A community project enabling hands-free web navigation by having Jev handle browser actions while Claude manages conversation.
Agents & browsersEnglish
EnglishSource-linked curation
Movez100,000 viral posts in 20.4 seconds
Analyzes 100,000 X posts in 20.4 seconds using 14 yes/no questions per post for viral potential assessment.
Decisions & routingEnglish
EnglishSource-linked curation
HassanFraud detection with Jev and Kimi K3
Jev classifies emails for fraud detection, with uncertain cases handled by Kimi K3 for high accuracy.
Games & real timeEnglish
EnglishSource-linked curation
x.comThe compaction plugin, in Spanish
A community post describes a plugin that manages agent context by analyzing and pruning unnecessary data, available in Spanish.
JEVLAB ARTAgents & browsers
Español
EspañolSource-linked curation
CJ (Coding Garden)A chat bot with no LLM
A chat bot using Jev without a large language model, providing instant responses by integrating web search, Wikipedia, weather, and other tools.
Tools & appsEnglish
EnglishSource-linked curation
Peer Richelsen
Instant team scheduling with Cal.com
Jev integrates with Cal.com to quickly find team scheduling overlaps.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
OskarEnd-to-end tests run by agents
Framework for running end-to-end tests with agents using Jev.
Agents & browsersEnglish
EnglishSource-linked curation
Kevthetech143
super-jev
A small, extensible decision-to-action harness for TypeSafe Jev.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
kshetrajna12
reflex
A small open decision model: state + typed questions -> calibrated probabilities. A Jev / System One re-creation on Qwen3.5.
JEVLAB ARTResearch & dataEnglish
EnglishSource-linked curation
Tony DinhYouTube sponsor skipper
A Chrome extension using Jev to detect and skip YouTube sponsor segments in real-time.
Creative & growthEnglish
Creative & growthEnglishSource-linked curation
Ilias IsmHard-coded rules moved to Jev
Moved hard-coded rules to Jev for faster AI processing and reduced costs in projects like aiseotracker and linkdr.
JEVLAB ARTCreative & growthEnglish
EnglishSource-linked curation
DuncanModel router built with Jev
Ephraim Duncan's demo where Jev decides which model should serve a request.
Tools & appsEnglish
EnglishSource-linked curation
www.youtube.com
Jev AI just dropped
A guide explaining three types of micro decisions used by Jev AI.
Tools & appsEnglish
EnglishSource-linked curation
Kyle JeongStagehand + Jev browser use
Observe the accessibility tree, Jev chooses the next action, Stagehand executes.
Tools & appsEnglish
EnglishSource-linked curation
Lomesh Dutta
Skill Router for Claude Code
An open-source project that helps select relevant Claude Code skills by prioritizing frequently used ones through Jev integration.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation
Nick Khamideepseek-v4.1-flash-jev
A demo showing how to make open source models behave like Jev using inference engineering and scoring endpoints for decision-making.
Decisions & routingEnglish
EnglishSource-linked curation
hityyhz
A predictive app launcher
A predictive app launcher using Jev to interpret user intent and enhance app discovery.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
ares1,891 ads in 19 seconds
A claim about Jev's capability to process large volumes of ad data quickly, described as a market disruption.
Agents & browsersEspañol
EspañolSource-linked curation
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.
Tools & appsEnglish
EnglishSource-linked curation
Yum1,315 posts across eight dimensions
A community post detailing a dashboard that classifies X posts across eight dimensions using Jev for content research.
Decisions & routingEnglish
EnglishSource-linked curation
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.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
prasanth263
maza
A developer project for the agents shelf featuring a local MCP gateway with Jev tool discovery and a dashboard.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
Fazt
Jev de TypeSafe AI: el modelo que no escribe texto
Fazt presenta las decisiones estructuradas de Jev con ejemplos de Snake y clasificación de solicitudes de soporte.
Start hereEspañol
EspañolSource-linked curation
Moritz Kremb
Real-time voice control for a browser
Uses Jev for real-time voice commands to control a browser, processing speech to actions in 300ms with low cost.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
TypeSafeAI
clarity-judge
Multi-axis writing quality checker powered by TypeSafe AI's Jev model. Separate named checks, each with its own verdict and confidence.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
Higgsfield AIAd creatives from filtered assets
A process using Jev to filter and select assets, then generate ad creatives with DeepSeek and Higgsfield.
Creative & growthEnglish
EnglishSource-linked curation
Marek SotakReal-time Clippy
A tool that monitors user interactions and intervenes only when it detects confusion or difficulty, using Jev to determine appropriate responses.
Tools & appsEnglish
EnglishSource-linked curation
Tommy J. Vedvik
Three Jev bots in an FPS
A community project embedding three Jev-powered bots into a first-person shooter game.
JEVLAB ARTGames & real timeEnglish
EnglishSource-linked curation
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.
JEVLAB ARTGames & real timeEnglish
EnglishSource-linked curation
TamirJevForm
A dynamic form tool using Jev for conditional logic, built with Vercel JSON-render.
Tools & appsEnglish
EnglishSource-linked curation
번역 요약
번역 요약awlevin
typesafe-computer-use
macOS에서 화면 OCR 및 TypeSafe로 다음 작업 분류 후 클릭하여 약 $0.0002의 비용으로 컴퓨터를 사용합니다.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
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.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
simota
tenbin
MCP server and agent skill for the TypeSafe AI System One API (Jev): decompose a judgment into Choice / Score / Noul questions, lint them, measure on labelled data, and put calibrated thresholds in code.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
Marek Sotak
Inline Manual contextual help
A community post describing adaptive in-app support using Jev to provide real-time assistance based on user struggles.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
Aria
Connect Four on Omarchy
Jev plays Connect Four on OmarchyLinux, demonstrating real-time decision loops with structured state.
JEVLAB ARTGames & real timeEnglish
EnglishSource-linked curation