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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.
VIDEO
원문에서 영상 보기 ↗2026-09-15 · Launch postView on X
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최근 활동 집계A 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.
VIDEO
원문에서 영상 보기 ↗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.
x.com대기 목록 없이 Jev 시작하기프로젝트 자세히 ↗2026-09-20 · 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.
x.com코드가 바로 사용할 수 있는 판단프로젝트 자세히 ↗2026-09-18 · 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.
Riley BrownAn agent with a Jev model router
A community project describes an agent system that uses Jev to route requests to appropriate models.
VIDEO
원문에서 영상 보기 ↗Agents & browsers
English
Agents & browsersEnglishSource-linked curation
Source-linked curationprasanth263
maza
A developer project for the agents shelf featuring a local MCP gateway with Jev tool discovery and a dashboard.
Agents & browsersEnglish
EnglishSource-linked curation
Ira BodnarSeven more SEO and GEO workflows
Jev handles seven SEO and GEO workflows, including competitor page analysis, citation likelihood, and content optimization.
VIDEO
원문에서 영상 보기 ↗Agents & browsersEnglish
EnglishSource-linked curation
Shubhankar
Painting the Golden Gate Bridge
A creative project using Jev and other tools to generate digital art, specifically a painting of the Golden Gate Bridge.
Creative & growthEnglish
Creative & growthEnglishSource-linked curation
Marcel Pociot 🧪
Contextual clipboard quick actions
A tool that provides quick actions based on clipboard content, specifically for macOS.
Tools & appsEnglish
Tools & appsEnglishSource-linked curation
Rafal Wilinski
Vibecheck
A community post about humor management on a social platform.
Agents & browsersEnglish
EnglishSource-linked curation
Justine MooreNatural-language search over Zillow
Jev enables natural language search for Zillow listings, classifying properties by non-standard filters.
VIDEO
원문에서 영상 보기 ↗Decisions & routingEnglish
Decisions & routingEnglishSource-linked curation
Coco Research
jev-use (voice)
jev-use (voice). A developer project implementing voice control for macOS with Jev as a fallback option.
github.comcoco-research/jev-use프로젝트 자세히 ↗Agents & browsersEnglish
EnglishSource-linked curation
Dimesio
typesafe-chess (Dimesio)
FUn little experiment with Typesafe AI Jev Model playing chess against stockfish :).
github.comDimesio/typesafe-chess프로젝트 자세히 ↗Games & real timeEnglish
Games & real timeEnglishSource-linked curation
arize.com
Trace every judgment with Phoenix
A tool for tracking decisions made by Jev, using Arize's instrumentation for detailed analysis.
arize.comTrace every judgment with Phoenix프로젝트 자세히 ↗Tools & appsEnglish
EnglishSource-linked curation
AstroHan
jev-harness
A developer project where Jev filters tool results before model processing, aiming to improve efficiency in agent systems.
github.comAstro-Han/jev-harness프로젝트 자세히 ↗Agents & browsersEnglish
EnglishSource-linked curation
vibe-with-me-tools
n8n-nodes-jev
Helper n8n community node for Jev by TypeSafe. Classify, route, and score text with questions you define, and get a probability for every answer so unsure items can go to review.
github.comvibe-with-me-tools/n8n-nodes-jev프로젝트 자세히 ↗Decisions & routingEnglish
EnglishSource-linked curation
shiftynick
jev-axi
Agent-ergonomic CLI for TypeSafe's Jev: fast calibrated judgments (pick, rate, check, rank, triage, guard) from the shell.
Agents & browsersEnglish
EnglishSource-linked curation
ShuhanSun
jev-oas-sentinel
Catch breaking API behavior hidden in OpenAPI prose with deterministic checks and TypeSafe JEV System One semantic review.
github.comShuhanSun/jev-oas-sentinel프로젝트 자세히 ↗Research & dataEnglish
Research & dataEnglishSource-linked curation
chalkychalk42
A leveling agent that gets cheaper as it runs
A guide-directed World of Warcraft agent designed to reduce expenses as it runs longer, developed on GitHub.
github.comchalkychalk42/jev프로젝트 자세히 ↗Agents & browsersEnglish
EnglishSource-linked curation
trophee-bot
typesafe-oracles
Evaluating TypeSafe's System One primitives (Choice/Score/Noul) — where a typed oracle beats an LLM call.
github.comtrophee-bot/typesafe-oracles프로젝트 자세히 ↗Start hereEnglish
EnglishSource-linked curation
santos-sanz
jev-audio-beeper
Low-latency audio censorship POC using Jev typed decisions and ffmpeg.
github.comsantos-sanz/jev-audio-beeper프로젝트 자세히 ↗Tools & appsEnglish
EnglishSource-linked curation
cbetz
extremely-specific-council
Twelve members. Zero qualifications. A playful TypeSafe AI council with animated votes, inspectable decisions, and shareable verdicts.
github.comcbetz/extremely-specific-council프로젝트 자세히 ↗Tools & appsEnglish
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.
Tools & appsEnglish
EnglishSource-linked curation
omar ✌️On-demand UI flow capture
A system that quickly captures user interface flows on demand, enabled by Jev's fast processing capabilities.
VIDEO
원문에서 영상 보기 ↗Creative & growthEnglish
EnglishSource-linked curation
Eric Zhangopenjev-sglang
A Jev-compatible public API using an open model for fast parallel processing.
VIDEO
원문에서 영상 보기 ↗Tools & appsEnglish
EnglishSource-linked curation
Gaurav-Gosain
jev-sec-bench
Blind security benchmarks for Jev, TypeSafe's System One model: prompt injection and vulnerable code detection, built on jev-go.
github.comGaurav-Gosain/jev-sec-bench프로젝트 자세히 ↗Research & dataEnglish
EnglishSource-linked curation
ai-gateway
Jev on Vercel AI Gateway
Hosted typesafe-ai/jev for AI SDK evaluate calls, no TypeSafe waitlist required.
vercel.comJev on Vercel AI Gateway프로젝트 자세히 ↗Start hereEnglish
EnglishSource-linked curation
cablehead
jev.nu
Nushell module for the TypeSafe System One API: typed decisions with calibrated probabilities.
github.comcablehead/jev.nu프로젝트 자세히 ↗Research & dataEnglish
EnglishSource-linked curation
iammusham
jev-snake
An experimental Snake environment where the game engine owns deterministic rules and TypeSafe AI's Jev makes the movement decision from structured state on every tick.
github.comiammusham/jev-snake프로젝트 자세히 ↗Games & 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.
Agents & browsersEnglish
EnglishSource-linked curation
socai-io
Jev Social
Local Instagram, TikTok, and LinkedIn research where Jev chooses bounded socai browser operations and streams captured evidence into cited reports.
github.comsocai-io/jev-social프로젝트 자세히 ↗Agents & browsersEnglish
EnglishSource-linked curation
Milind SA chief of staff for bots
Utilizes Jev as a decision engine to manage and coordinate multiple bot agents for complex tasks.
VIDEO
원문에서 영상 보기 ↗Research & dataEnglish
EnglishSource-linked curation
x.comFull Jev tutorial
A community post providing a tutorial on Jev, including demos for browser control and AI memory.
VIDEO
원문에서 영상 보기 ↗Agents & browsersEnglish
EnglishSource-linked curation
Vincent Wang-Maścianicajevlike
A community project for training a Jev-like architecture using a reverse-engineered model.
Tools & appsEnglish
EnglishSource-linked curation
matthewp
flue-jev-demo
Flue agent routing with TypeSafe Jev through Cloudflare AI Gateway.
github.commatthewp/flue-jev-demo프로젝트 자세히 ↗Agents & browsersEnglish
EnglishSource-linked curation
www.langchain.com
Building a harness with Jev
A guide on using Jev to route between models and block risky tool calls.
Decisions & routingEnglish
EnglishSource-linked curation
twilwa
pi-typesafe
Pi coding-agent extension built on the TypeSafe AI System One API (Jev).
github.comtwilwa/pi-typesafe프로젝트 자세히 ↗Agents & browsersEnglish
EnglishSource-linked curation
fgn
jevgo
Go client for TypeSafe AI's System One API (Jev), with optional Langfuse instrumentation.
github.comfgn/jevgo프로젝트 자세히 ↗Tools & appsEnglish
EnglishSource-linked curation
Radix ILS
typesafe-sdk-go
A Go client for the TypeSafe API, aimed at developer tools and applications.
Start hereEnglish
EnglishSource-linked curation
DeepBlueDynamics
typesafe-arena
A playground for TypeSafeAI's Jev Model.
github.comDeepBlueDynamics/typesafe-arena프로젝트 자세히 ↗Tools & appsEnglish
EnglishSource-linked curation
ohmyjiro
jev-judge
Dependency-free CLI and Codex skill that send local state to Jev for batched typed judgments and return answers without echoing the state.
github.comohmyjiro/jev-judge프로젝트 자세히 ↗Agents & browsersEnglish
EnglishSource-linked curation
www.youtube.com
Jev and Browser Use, fully tested
A tested resource evaluating Jev's capabilities in browser automation and support tasks.
Agents & browsersEnglish
EnglishSource-linked curation
x.comSix things I will still use Jev for
Lists six specific tasks where Jev is used for fact-checking, ranking, text finding, citation checking, note grouping, and agent failure analysis.
x.comSix things I will still use Jev for프로젝트 자세히 ↗Agents & browsersEnglish
EnglishSource-linked curation
공식 자료TypeSafe AIConfidence-gated routing
Official TypeSafe reference: Confidence-gated routing.
docs.typesafe.aiSTATE → DECISION → CODE프로젝트 자세히 ↗Start hereEnglish
EnglishSource-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.
VIDEO
원문에서 영상 보기 ↗Games & real timeEnglish
EnglishSource-linked curation
YouWare
YouWare résumé screener
Screens 360 resumes in 24.2 seconds with low cost and automated scoring.
Tools & appsEnglish
EnglishSource-linked curation
bnsd55
jevmlx
Jev-style parallel constrained decisions for any MLX model on Apple Silicon. Typed, schema-valid JSON in one forward pass.
github.combnsd55/jevmlx프로젝트 자세히 ↗Research & dataEnglish
EnglishSource-linked curation
mrnugget
jev-shell-history
Fish-style zsh history autosuggestions ranked by Jev (TypeSafe).
github.commrnugget/jev-shell-history프로젝트 자세히 ↗Tools & appsEnglish
EnglishSource-linked curation
reycn
smart-switch
Reimagined window switcher for macOS using frontier artificial intelligence. Predicted by TypeSafe's Jev model.
github.comreycn/smart-switch프로젝트 자세히 ↗Tools & appsEnglish
EnglishSource-linked curation
jaffaJev for content marketing
A content marketing tool that analyzes 12.8M viral videos to generate data-backed social media scripts.
VIDEO
원문에서 영상 보기 ↗Agents & browsersEnglish
EnglishSource-linked curation
win4r
jev-skill-suggester
用 TypeSafe Jev 推荐已安装 Skill / Bounded installed-skill recommendations with TypeSafe Jev. Python CLI, Codex skill, bilingual docs and live examples.
github.comwin4r/jev-skill-suggester프로젝트 자세히 ↗Agents & browsersEnglish
EnglishSource-linked curation
jagenaujagenau
Ground Truth news-framing extension
Browser extension that classifies an article's framing, type, topic, and loaded language with Jev.
x.comGround Truth news-framing extension프로젝트 자세히 ↗Agents & browsersEnglish
EnglishSource-linked curation
PromptGTM
clay-jev-people-ranker
A developer project for lead scoring in Clay using Jev.
github.compromptgtm-shared/clay-jev-people-ranker프로젝트 자세히 ↗Decisions & routingEnglish
EnglishSource-linked curation
drowzeys
keys-MiniMax-Code-CLI-Browser-Scroll-Context-Enhancement-Pack-with-Jev-Ultrafast-Integration
Validated enhancement pack for MiniMax Code CLI on arm64 DGX Spark + local GLM-5.3-EXL3: TUI scrollbar + context-meter patches, compaction repair for local vLLM, Jev Ultrafast + Playwright MCP browser integration, real usage ledger.
github.comdrowzeys/keys-MiniMax-Code-CLI-Browser-Scroll-Context-Enhancement-Pack-with-Jev-Ultrafast-Integration프로젝트 자세히 ↗Agents & browsersEnglish
EnglishSource-linked curation
oso95
x-scanner
Chrome extension that labels every post you scroll past on X with typed Jev judgments and a live cost counter.
github.comoso95/x-scanner프로젝트 자세히 ↗Agents & browsersEnglish
EnglishSource-linked curation
Nyarlathoteppppp
pi-heed
Runtime constraints for the pi coding agent: checks every side-effecting tool call against what you said, before it runs. Powered by TypeSafe Jev.
Agents & browsersEnglish
EnglishSource-linked curation
Aditya SinghVoice control over Fusion 360
A demo project enabling voice commands for Fusion 360, where Jev identifies if speech is a command or casual talk.
VIDEO
원문에서 영상 보기 ↗Tools & appsEnglish
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.
Agents & browsersEnglish
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
valentynkit
jev-skip
Browser extension that reads the YouTube caption track and paints a per-segment sponsor probability on the seek bar before the intro ends, with no crowd database.
github.comvalentynkit/jev-skip프로젝트 자세히 ↗Agents & browsersEnglish
EnglishSource-linked curation
Joaquin Marcoff
jev-harness-router
A GitHub project routing tasks by selecting model tier, tools, skill, and effort.
Decisions & routingEnglish
EnglishSource-linked curation
Paul WeiJev plays Slay the Spire 2
Jev model demonstrates fast decision-making in a strategy game. Achieves high-speed gameplay with minimal visual feedback.
VIDEO
원문에서 영상 보기 ↗Tools & apps
简体中文
简体中文Source-linked curation
Jack ChengA canvas you control by pointing and speaking
A tool that uses Jev to convert pointing and speech into drawing actions on a canvas.
VIDEO
원문에서 영상 보기 ↗Tools & appsEnglish
EnglishSource-linked curation
toksDoom with branching futures
A community post describes using Jev with an LLM to play Doom, exploring multiple future outcomes.
VIDEO
원문에서 영상 보기 ↗Games & real timeEnglish
EnglishSource-linked curation
aabolfazl
typesafe-local
Inspired by TypeSafe Ai, Ask a local LLM typed questions, get calibrated probabilities instead of text. Structured output without generation or parsing. MLX / Apple Silicon.
github.comaabolfazl/typesafe-local프로젝트 자세히 ↗Creative & growthEnglish
EnglishSource-linked curation
dev.to
How to use Jev: a practical guide
A practical guide explaining the use of TypeSafe’s System One model, providing technical insights for developers.
Tools & appsEnglish
EnglishSource-linked curation
Alex Hancock
Just-in-time model selection in Goose
An experiment using Jev for real-time model selection in AI agents, collected for the agents shelf.
Agents & browsersEnglish
EnglishSource-linked curation
공식 자료TypeSafe AIStructure recovery
Official TypeSafe reference: Structure recovery.
docs.typesafe.aiSTATE → DECISION → CODE프로젝트 자세히 ↗Start hereEnglish
EnglishSource-linked curation
ussyverse
hermes-jev-router
Experimental Hermes plugin: Jev-assisted model routing plans with budget and capability constraints. API access pending.
github.comussyverse/hermes-jev-router프로젝트 자세히 ↗Agents & browsersEnglish
EnglishSource-linked curation
khordoo
jev-reflex-autonomy-lab
Multi-drone autonomy lab demonstrating TypeSafe Jev reflex decisions with optional System 2 strategy guidance.
github.comkhordoo/jev-reflex-autonomy-lab프로젝트 자세히 ↗Games & real timeEnglish
EnglishSource-linked curation
Tommy Jepsen
Danish stock-market backtest
Jev conducts a sentiment-based stock market analysis for the Danish market in 2025, using diverse data sources with low cost.
Markets & experimentsEnglish
Markets & experimentsEnglishSource-linked curation
madewithjev.com
What is Jev?
A resource explaining Jev's capabilities, limitations, and applications as a System One model.
Tools & appsEnglish
EnglishSource-linked curation
geilt
typesafe-cli (geilt)
CLI and agent skill for TypeSafe System One (Jev): typed Choice, Score, and Noul judgments.
github.comgeilt/typesafe-cli프로젝트 자세히 ↗Agents & browsersEnglish
EnglishSource-linked curation
NickJev as an agent safety monitor
Test report using Jev to check each agent action first: most attacks caught, almost no false blocks.
Agents & browsersEnglish
EnglishSource-linked curation
jamesward
zio-typesafe-ai
Scala 3 / ZIO client for the System One API: typed end-to-end, several questions per round-trip via NamedTuple.
github.comjamesward/zio-typesafe-ai프로젝트 자세히 ↗Tools & appsEnglish
EnglishSource-linked curation
Pratim Bhosale
Voice intent to tool calls
An experiment using Jev to interpret voice commands and trigger tool actions before the user finishes speaking.
Agents & browsersEnglish
EnglishSource-linked curation