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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.
x.comThe compaction plugin, in Chinese
A plugin using Jev's scoring capability to remove unnecessary terminal garbage and redundant logs, improving agent performance.
Agents & browsers
简体中文
Agents & browsers简体中文Source-linked curation
Source-linked curation1jehuang
jev-pr-labeler
Semantic GitHub PR labels using Jev's typed decisions, with conceptual scope instead of line counts.
JEVLAB ARTCreative & growth
English
Creative & growthEnglishSource-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
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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 here
Español
EspañolSource-linked curation
mikegee
Voice-controlled Figma
A voice-controlled interface for Figma utilizing Jev, demonstrating low-cost AI integration for design tools.
JEVLAB ARTCreative & growthEnglish
EnglishSource-linked curation
Ahmad Sofi-Mahmudi
Jev Reviewer
Tool for systematic reviewers to extract information from research articles efficiently.
JEVLAB ARTResearch & dataEnglish
Research & dataEnglishSource-linked curation
unicodeveloper
jevocks
Everyday Stocks Status with Jev.
JEVLAB ARTMarkets & experimentsEnglish
Markets & experimentsEnglishSource-linked curation
生ビールA local Jev
A local Jev model for processing tasks with potential for improved speed.
Tools & apps
日本語
Tools & apps日本語Source-linked curation
Alex Nikolicopenjev on Qwen 4B
An MLP trained on Qwen 4B that functions similarly to Jev, offering a typesafe alternative.
Tools & appsEnglish
EnglishSource-linked curation
번역 요약1 주간 클릭
번역 요약
1 주간 클릭Michael Malis
Jev 쿼리 플래너
Jev 기반 쿼리 플래너로, Postgres 성능을 최적화하여 조인 순서 벤치마크에서 12%의 속도 향상을 달성했습니다.
JEVLAB ARTTools & appsEnglish
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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
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번역 요약
Greg Pstrucha
보안 파이프라인 내 Jev
Jev는 보안 파이프라인의 효율성을 향상시키며, 더 낮은 비용과 더 빠른 처리를 제공하면서도 더 작은 모델보다 높은 정확도를 유지합니다.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
appcypherMario Never Dies
An experimental game where Jev AI generates multiple timelines to keep Mario alive through decision branching.
Games & real timeEnglish
Games & real timeEnglishSource-linked curation
x.comThe 10-step roadmap, summarised
A community guide outlining 10 steps to implement Jev for faster decision-making in AI agent systems.
JEVLAB ARTStart hereEnglish
EnglishSource-linked curation
PauliusLaunching agents on a canvas
A system enabling rapid agent deployment on digital canvases without relying on slow LLM processes.
Agents & browsersEnglish
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Jon KraayenbrinkAI slop detector
A tool that uses Jev to detect AI-generated content on websites by analyzing specific indicators.
Tools & appsEnglish
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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
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Kaushik
Measuring progress in agent traces
A community project exploring Jev's potential to evaluate agent progress beyond basic trace data.
JEVLAB ARTAgents & browsersEnglish
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www.youtube.com
Jev and herdr: routing between models
A setup where Jev selects between different AI models for specific tasks, streamlining model usage in a single terminal.
Decisions & routingEnglish
Decisions & routingEnglishSource-linked curation
savComputer use, sped up
A community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.
Agents & browsersEnglish
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Nicholas Dunzelman
Scoring a frontier-AI essay
Jev evaluates the pacing of a frontier-AI essay written by @DarioAmodei.
JEVLAB ARTDecisions & routingEnglish
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www.youtube.com
Meet Jev: tested on 1,000 emails
Jev processes 1,000 emails for category, priority, spam, and reply predictions.
Tools & appsEnglish
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Chris Nicholas
Intelligent autofill buttons
Integrates Jev into apps for smart autofill features improving user experience.
JEVLAB ARTTools & appsEnglish
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Taras
Session replay to bug fixes
Jev analyzes session replays to identify issues and generate bug fix PRs at low cost.
JEVLAB ARTTools & appsEnglish
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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
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Sabrina24,000 Hacker News posts in two minutes
A demonstration of Jev's capability to quickly categorize a large volume of Hacker News posts.
Decisions & routingEnglish
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brainstormity
Jev-Moderation-Bot
Real-time Discord moderation bot: Jev evaluates messages and metadata in parallel to catch phishing, spam, and social engineering with a progressive escalation ladder.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation
번역 요약1 주간 클릭
nshkrdotcom
typesafe_sdk
공식 TypeScript AI SDK(ai / ai-sdk)의 타입 안전한 Elixir 포트로, 단일 LLM 통합, 스트리밍 텍스트 및 구조화된 출력, 도구 호출, 에이전트 워크플로우를 제공합니다. Jev는 현재 주력 모델이며, 첫 번째 System One 모델입니다.
JEVLAB ARTStart hereEnglish
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
GodsBoy
jev-agent-skill-router
Typed, confidence-aware agent skill routing with TypeSafe Jev.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
backmeupplz
jev_antispam_bot
Minimal grammY Telegram anti-spam bot powered by TypeSafe Jev.
JEVLAB ARTTools & appsEnglish
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Wayne Suttonaskjev.ai
askjev.ai. A community post describing a platform where users can ask questions to Jev, which provides judgments rather than direct answers.
Tools & appsEnglish
EnglishSource-linked curation
Thorsten Ball
Predicting the next shell command
Jev predicts upcoming shell commands by analyzing historical command data.
JEVLAB ARTTools & appsEnglish
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anioltalkr
A speech analysis tool that evaluates 30-second speeches for pauses, filler words, and confidence, providing feedback for improvement.
Tools & appsEnglish
EnglishSource-linked curation
1 주간 클릭
Daniiar Abdiev
A robot arm picks up a ball
A community post describing a robot arm controlled by Jev, using cameras and decision-making at two decisions per second.
JEVLAB ARTDevices & roboticsEnglish
Devices & roboticsEnglishSource-linked curation
x.com19 open-source Jev projects
A collection of 19 open-source projects using Jev technology for various applications including AI agents and game interactions.
Agents & browsers简体中文
简体中文Source-linked curation
x.comJev as a reranker: an honest negative
Testing Jev as a search reranker shows limited improvement over vector retrieval, with mixed results depending on evaluation methods.
Agents & browsers简体中文
简体中文Source-linked curation
sushrutb17
LinkedIn NoSlop
A developer project offering a Chrome extension to blur low-value LinkedIn posts, collected for the creative shelf.
JEVLAB ARTCreative & growthEnglish
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
madeye
pi-jev
Jev-assisted file retrieval and request caching for faster Pi workflows.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
Albiona HotiA visual reference finder
Jev generates 100 images from sources like NASA and The Met based on a single prompt.
Creative & growthEnglish
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joey
A run at the Pokémon League
A project where Jev attempts to defeat the Pokémon League in Pokémon Gold, using basic controls to navigate and win.
JEVLAB ARTGames & real timeEnglish
EnglishSource-linked curation
GhalebDweikat
winnow
A calibrated context sieve for Claude Code: every tool result is judged by a System One model before it enters context.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
에디터 픽공식 자료번역 요약
에디터 픽공식 자료번역 요약TypeSafe AITypeSafe 공식 출시 발표
TypeSafe가 스텔스 모드를 마치고 Jev를 공개했습니다. Diogo Almeida의 런치 영상과 소개 스레드로 이어지는 공식 발표입니다.
Start hereEnglish
EnglishSource-linked curation
Milind SComputer use without screenshots
A system using Jev to interact with computer interfaces without screenshots, relying on local CoreML models and OCR.
Agents & browsersEnglish
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
pydantic.dev
Jev in Pydantic AI
A guide explaining how to integrate Jev with Pydantic AI agents for type-safe operations.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
에디터 픽번역 요약
typesafe-ai
타입세이프 에이전트 기술
클라우드 코드, 코드크스 및 호환 에이전트를 위한 공식적인 에이전트 기술: 기본 구성 요소, 패턴 및 평가 구조 방법.
JEVLAB ARTStart hereEnglish
EnglishSource-linked curation
Amrit Nigam
Jev plays Clash Royale
Jev successfully played and won a match in the game Clash Royale.
JEVLAB ARTGames & real timeEnglish
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
Nate HerkBreaking, golden nugget, or slop
Jev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
Tools & appsEnglish
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prasanth263
maza
A developer project for the agents shelf featuring a local MCP gateway with Jev tool discovery and a dashboard.
JEVLAB ARTAgents & browsersEnglish
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Robin Bilgil
A real-time feed quality filter
Detects low-quality content in real-time as users scroll.
JEVLAB ARTAgents & browsersEnglish
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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.
JEVLAB ARTAgents & browsersEnglish
EnglishSource-linked curation
번역 요약
cobanov
awesome-jev
TypeSafe AI의 System One 모델인 Jev를 사용하여 구축된 프로젝트의 정리된, 소스 기반 목록입니다.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
Eric Nowoslawski
Instant Clay workflows
Using Jev to create Clay workflows instantly, leveraging its capabilities for rapid development.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
Hiroyuki OtaJev plays Puyo Puyo
Jev plays Puyo Puyo. A community post describing an experiment where Jev makes decisions in a game by evaluating board states and strategies.
Tools & apps日本語
日本語Source-linked curation
SachinJev plays Catan
A community post exploring Jev's behavior in a game of Catan, where multiple Jevs struggle with negotiation.
Games & real timeEnglish
EnglishSource-linked curation
AnshuDrawing, one decision at a time
A project exploring pixel-level image generation through parallel decision-making processes.
Tools & appsEnglish
EnglishSource-linked curation
Elvis
News matching for brands
Jev rapidly analyzed news articles to suggest relevant stories for brands at a low cost.
JEVLAB ARTMarkets & experimentsEnglish
EnglishSource-linked curation
Jozef GhermanJev Detector
A free AI tool built on Jev that quickly scans text for low-quality content, processing around 10,000 words in 2 seconds.
Tools & appsEnglish
EnglishSource-linked curation
Ian Nuttall3,282 posts, eight questions each
A community experiment using Jev to analyze social media posts and determine effective content strategies.
Creative & growthEnglish
EnglishSource-linked curation
Paul
jev-piano
A developer project for the games shelf, where Jev improvises piano with proper questions.
JEVLAB ARTGames & real timeEnglish
EnglishSource-linked curation
aaron
Computer use built on Jev
Aaron Levin: 155x cheaper than Opus 5, about 20x faster, and it generalizes across operating systems.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
EthanQuiet marketing notifications on Android
Jev identifies and manages marketing messages in Android notifications without content deletion.
JEVLAB ARTMarkets & experimentsEnglish
EnglishSource-linked curation
www.youtube.com
Jev in the rtrvr.ai browser agent
Retriever AI evaluates Jev's performance on real browser tasks, identifying strengths and areas for improvement in integration with larger models.
Agents & browsersEnglish
EnglishSource-linked curation
x.comLLMs vs. Jev, clearly explained
Jev differs from LLMs by evaluating predefined decisions directly, enabling parallel processing of independent questions.
Start hereEnglish
EnglishSource-linked curation
kitze 🛠️ tinkerer.club
Instant calorie tracking
A developer created an instant calorie tracking app using Jev for quick responses.
JEVLAB ARTTools & appsEnglish
EnglishSource-linked curation
Szymon Chmal
Flappy Apex plays itself
A community post demonstrating Jev playing Flappy Apex, achieving a high score autonomously through Appduct and Fable.
JEVLAB ARTGames & real timeEnglish
EnglishSource-linked curation
Marcus Lowe
Tetris with real-time Jev decisions
Jev plays Tetris by making real-time decisions to move blocks.
JEVLAB ARTGames & real timeEnglish
EnglishSource-linked curation
Trinay HariA 26-sheet plan set in 2.9 seconds
A 26-sheet construction plan set was classified in 2.9 seconds using Jev with an LLM pipeline, costing $0.0052 and matching GPT-4.1 and GPT-6 Astra performance.
Decisions & routingEnglish
EnglishSource-linked curation
Kyle JeongStagehand + Jev browser use
Observe the accessibility tree, Jev chooses the next action, Stagehand executes.
Tools & appsEnglish
EnglishSource-linked curation