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A FIELD GUIDE TO JEV / VOL. 01

작은 판단.
커다란 가능성.

인터넷 곳곳의 Jev 프로젝트, 실용적인 가이드와 놀라운 아이디어를 한곳에서.

연구실 둘러보기가이드
1,198개 자료16개 언어
TypeSafe AI THE OFFICIAL SIGNAL 4 HIGHLIGHTS
Diogo Almeida@CompleteSkepticLAUNCH POST

Jev 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

Launch Post부터 시작하세요. 공식 원문 4편을 살펴볼 수 있어요.

286 개 자료

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

번역 요약4 주간 클릭
tamaratran

fast-jev-compaction

도구 호출과 결과를 Jev로 평가해 오래된 문맥을 줄이고, 남길 정보는 원문으로 보존하는 Claude Code 플러그인입니다.

fast-jev-compaction
Agents & browsersEnglish

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번역 요약4 주간 클릭
browser-use

Browser Use × Jev

Jev가 작업과 DOM 요소를 선택하고, 입력할 문장이 필요할 때만 작은 LLM이 텍스트를 작성하는 브라우저 에이전트입니다.

Browser Use × Jev
Agents & browsersEnglish

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AkashPriyadarshii

jev-seo

100% free ₹0 agent-first SEO & GEO CLI suite and MCP server in Rust replacing Semrush and OpenSEO via DuckDuckGo and TypeSafe Jev System One.

jev-seo
Agents & browsersEnglish

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droidrun

mobile-jev

Standalone Android agent for Mobilerun where Jev makes every decision, with a live React studio and an Uber demo.

mobile-jev
Agents & browsersEnglish

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Kush Bhuwalka

Jev Sift

A developer project for agent classification and selective reading using an agent plugin and MCP tool.

Jev Sift
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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.

tenbin
Agents & browsersEnglish

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RubyBrewsday

jevcumber

Write Cucumber tests with just the .feature file. No step definitions — Jev (TypeSafe AI) resolves each Gherkin step and Playwright runs it.

jevcumber
Agents & browsersEnglish

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ariel-frischer

jevkit

Fast Rust CLI for TypeSafe Jev: typed decisions, offline linting before you pay.

jevkit
Agents & browsersEnglish

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somoore

Interlock

A developer project that uses Jev as a sensor to control access to agent tools, enhancing security and functionality.

Interlock
Agents & browsersEnglish

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kitze

unclutter

WXT browser extension: Jev-powered page clutter removal with reusable template rules.

unclutter
Agents & browsersEnglish

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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
Agents & browsersEnglish

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docxology

daf-jev

Daf-jev: composable Python toolkit for TypeSafe's Jev (System One) decision API — question builders, confidence gates, evaluator, calibration, CLI, MCP server, agent skill.

daf-jev
Agents & browsersEnglish

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skeptrunedev

jev-recruiter

A Jev powered LinkedIn recruiting agent. Watch it browse relevant profiles, save links, and review evidence against your hiring brief.

jev-recruiter
Agents & browsersEnglish

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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.

Augustus
Agents & browsersEnglish

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luantak

is-malicious

Scans a codebase for covert, deceptive, or data-stealing behavior with Jev, then reports suspicious files and line ranges before the user runs it.

is-malicious
Agents & browsersEnglish

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tamaratran

jev-pruner

Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it.

jev-pruner
Agents & browsersEnglish

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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.

pi-heed
Agents & browsersEnglish

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Tony Powell

jev-oxlint

A GitHub project converting agent skills into Oxlint plugins that involve Jev.

jev-oxlint
Agents & browsersEnglish

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AkashPriyadarshii

jev-superpowers

Systematic software development framework for AI coding agents upgraded with TypeSafe Jev System One typed decisions.

jev-superpowers
Agents & browsersEnglish

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vercel

eve

Vercel's open agent framework, which ships Jev as the default evaluation model in its experimental evaluate path.

eve
Agents & browsersEnglish

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tontoko

jev-browser (tontoko)

One grounded Jev/Playwright core: typed SDK, persistent CLI, and MCP server with native browser operations and deterministic assertions.

jev-browser (tontoko)
Agents & browsersEnglish

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Agent Labs

fastbrowse

A developer project where Jev assists in browsing by selecting actions, with an LLM planning and citing sources.

fastbrowse
Agents & browsersEnglish

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GhalebDweikat

winnow

A calibrated context sieve for Claude Code: every tool result is judged by a System One model before it enters context.

winnow
Agents & browsersEnglish

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wy-coliney

jev-browser-use

5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.

jev-browser-use
Agents & browsersEnglish

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yikangy873

jev-desktop

A developer project for agents and browsers, where Jev selects actions within Codex Computer Use.

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

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gaborishka

jev-canvas

Draw on a tldraw canvas with your voice and a pointing finger. Jev (TypeSafe System One) decides action, target and place in ~350 ms per spoken word.

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

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nican2018

shade-arena-jev-monitor

Evaluating TypeSafe's Jev as a fast monitor and action gate for agent sabotage in SHADE-Arena, compared with Gemini 2.5 Flash/Pro.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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mstf-svndk

jev-windows-voice

Türkçe ve İngilizce doğal konuşmayla Windows 10/11 bilgisayar kontrolü: OpenAI Realtime, local Whisper, Jev, UI Automation ve Playwright.

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

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zhuyansen

jev-search-rerank-eval

Does a TypeSafe Jev rerank beat embedding search? Graded relevance eval (9,831 pairs, 164 zh/en queries) over the Agent Skills Hub catalog, with the judge-circularity bias measured.

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

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Brainwires

jevwire

Jev decision layer for agents: MCP server, embeddable DecisionModel library, and an escalate-only Claude Code plugin (TypeSafe AI's Jev).

jevwire
Agents & browsersEnglish

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bohutang

sift (bohutang)

Chrome extension that labels every post on X (Substance · Humor · Chit-chat · Promo · Junk · AI-written) with TypeSafe Jev, and hides the ones you don't want.

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

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shiftynick

jev-axi

Agent-ergonomic CLI for TypeSafe's Jev: fast calibrated judgments (pick, rate, check, rank, triage, guard) from the shell.

jev-axi
Agents & browsersEnglish

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ddfeyes

jev-mode

I kept watching coding agents burn context on decisions that aren't hard - triage 400 tickets, tag 600 files, route to one of six teams. jev-mode moves those verdicts to a typed-judgment model. I A/B'd it: 78% fewer tokens, 16x less work-attributable input, accuracy 96.1% vs 93.7%. Python, no deps, MIT.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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itsmostafa

typesafe-mcp

Go CLI and single-binary MCP server exposing TypeSafe judgments to Claude Desktop, Claude Code, and Codex.

typesafe-mcp
Agents & browsersEnglish

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omkarghugarkar007

actiongate-jev

Runtime authorization and guardrails for AI-agent tool calls with deterministic policy and TypeSafe Jev via OpenRouter.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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Raj Dhakad

routeKit

A developer project for agent-native routing that selects models based on task complexity.

routeKit
Agents & browsersEnglish

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omni-

ask-jev

Utilizing Jev, the RLCD-type model provided by TypeSafe AI, to independently and cheaply judge agentic coding sessions.

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

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455-dIAO

windows-save-token-jev-setup

Windows Codex Skill：通过 npx 或 Git 安装，安全配置 save-token-jev 的 PreCompact/SessionStart Hooks，并提供信任、原生压缩与旧内容隔离验证。

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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romaluev

jev-ego

TypeScript browser agent for ego lite: Jev Ultrafast indexed actions, TypeSafe Jev decisions, persistent observe/act CLI. No Chrome or Playwright.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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Pedro Knigge

mcp_jev

A developer project providing a local MCP server for running pre-made Jev question packs.

mcp_jev
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wundercorp

Loki

Self-improving agent harness with an optional TypeSafe Jev companion for typed Choice, Score, and Noul judgments.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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zhangxaochen

dsh-jev

Jev (System One decision model) plugin suite for DeepSeek Harness (dsh).

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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vinilana

jev-eval-agent

Personal-assistant agent built on Vercel's eve with 100 mocked tools, measuring how many steps it takes when Jev picks the tool versus the LLM.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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kevinpita

pi-jev-context

Reversible context pruning for Pi, powered by TypeSafe Jev. Keep useful context without deleting session history.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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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.

jev-ra
Agents & browsersEnglish

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leonaaardob

fast-dev-compaction

Codex plugin: verbatim Jev-guided context restoration around session compaction. Port of tamaratran/fast-jev-compaction to Codex lifecycle hooks.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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Kushwho

jev-codes

Audit your git diff against YAML coding-standards packs using TypeSafe's Jev model, from a CLI or your AI agent's command/skill.

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

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zsoXi

agent-handoff-gate

Experimental protocol for evidence-aware agent handoffs, with Jev-assisted review before results reach the lead agent.

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

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Zahrannnn

zcode-jev

Typed judgment layer for coding agents — gates from PRD to ship. Jev-ready, provider-agnostic.

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

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legacybridge-tech

pi-typesafe-jev

A pi extension that exposes TypeSafe (Jev, System One) judgments as five pi tools, so a model can make narrow semantic judgments while your code and your users keep control of thresholds, weights, and actions.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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