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編輯精選Popular on JEVLAB最新

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Kevin Wang

Lurk

A tool for monitoring Reddit threads to gather data cited by AI, offering free analysis of 4000 threads via email, Discord, or Slack.

VIDEO

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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.

Tools & appsEnglish

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tamara

Instant compaction for Claude

Enables instant compaction by scoring and filtering tool calls efficiently.

VIDEO

Agents & browsersEnglish

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Mormon Negro

Headless Chromium agent

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

VIDEO

Agents & browsersEspañol

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Nick Khami

deepseek-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.

VIDEO

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William Prout

A Jev Magic 8 Ball

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

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Joaquin Marcoff

jev-harness-router

A GitHub project routing tasks by selecting model tier, tools, skill, and effort.

Decisions & routingEnglish

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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.

Agents & browsersEnglish

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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.

Agents & browsersEnglish

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Anshu

Drawing, one decision at a time

A project exploring pixel-level image generation through parallel decision-making processes.

VIDEO

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Seth Thompson

Search a physical library

Jev enables fast search of physical library indexes.

Research & dataEnglish

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x.com

Arbitrary classification as a primitive

Jev enables flexible, type-safe classification as a fundamental programming primitive.

Decisions & routingEnglish

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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.

Agents & browsersEnglish

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Zachi

A real-time ad blocker

An ad blocker extension using AI for real-time classification and removal of ads.

VIDEO

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Stav Zilbershtein

Maxfusion competitor-ad research

Jev rapidly analyzes competitor ads with detailed classification and cost efficiency.

Markets & experimentsEnglish

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DanRWilloughby

snifftest

A prose linter that sniffs out AI writing tells. Zero dependencies, countable rules plus one judgment model.

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Paul Wei

Jev plays Slay the Spire 2

Jev model demonstrates fast decision-making in a strategy game. Achieves high-speed gameplay with minimal visual feedback.

VIDEO

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Elvis

News matching for brands

Jev rapidly analyzed news articles to suggest relevant stories for brands at a low cost.

Markets & experimentsEnglish

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burnigtm

jev-mcp (burnigtm)

MCP server that puts TypeSafe Jev on the coding loop in Cursor, Codex, and any MCP client.

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fabian

A fancy-prose experiment

An experiment using Jev to transform simple English into elaborate prose in real-time during writing.

Creative & growthEnglish

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itsmostafa

typesafe-mcp

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

Agents & browsersEnglish

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Chris Tate

Decisions from the command line

A community tool allowing Jev to make decisions through command-line interactions for agent systems.

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Carlos Marques

Byte predicts rock-paper-scissors

Jev is used to predict human moves in a rock-paper-scissors game.

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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.

YouTube

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Izzuddin

Jev plays Pokémon Showdown

Uses Jev to play Pokémon Showdown with mixed results, demonstrating its decision-making capabilities in a game context.

VIDEO

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Aria

Connect Four on Omarchy

Jev plays Connect Four on OmarchyLinux, demonstrating real-time decision loops with structured state.

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Hassan

1kpapers

A project classifying 1,018 AI research papers using Jev, achieving low cost and fast processing for organizing academic work.

VIDEO

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Val Alexander

TypeSafe AI playground

A developer project offering 110 interactive use cases, games, and scenarios with editable prompts.

Games & real timeEnglish

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Ranjan

AskJev

A community project enabling hands-free web navigation by having Jev handle browser actions while Claude manages conversation.

VIDEO

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Fayaz Ahmed

900 images in 40 seconds

An image classifier using OCR and Jev processes 900 images in 40 seconds.

VIDEO

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Orus Agent

Orus trade-strategy review

Orus uses Jev to review and approve trade strategies before execution, enhancing decision-making with structured answers.

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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.

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www.youtube.com

Jev: fast and cheap, but there is a caveat

Jev processes natural language with structured outputs and confidence levels, but it is not a traditional large language model.

YouTube

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ego

Ego Lite shopping decisions

Agent makes rapid shopping decisions using Ego Lite and Jev. Completes 20 product evaluations in under 4 seconds.

Agents & browsersEnglish

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Paolo Rosson

An X feed tuned to your bookmarks

A social media feed optimized using user bookmarks and Jev's analysis.

Agents & browsersEnglish

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Ahmed Gagan

Sentence-by-sentence AI text detection

A community project uses Jev to detect AI-generated text, providing real-time sentence-by-sentence analysis.

Tools & appsEnglish

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Alan Daitch

A second-hand shopping agent

Agent automates second-hand product search and decision-making. Processes 26 listings per minute with fast evaluation times.

VIDEO

Agents & browsersEspañol

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hanz

A dogfighting experiment

An experiment to enable Jev to perform dogfighting, with ongoing improvements.

VIDEO

Games & real timeEnglish

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ikermoel

open-alternative-jev

Open alternative to Jev: typed, calibrated decisions from any open-weights LLM in one forward pass (HF + vLLM), with benchmarks.

Research & dataEnglish

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mizzlelover

jev-hub

JEV HUB · X 上关于 TypeSafe AI「系统一模型」Jev 的长文与演示视频聚合（保留原链与作者）｜ 谁是专家 出品.

github.commizzlelover/jev-hub查看專案 ↗

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jyatesdotdev

jev-logtriage

Jev scores collapsed log batches; code maps answers to suppress, watch, review, notify, or page. Nothing is executed.

github.comjyatesdotdev/jev-logtriage查看專案 ↗

Tools & appsEnglish

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官方

TypeSafe AI

Classification using confidence

Official TypeSafe reference: Classification using confidence.

docs.typesafe.aiSTATE → DECISION → CODE查看專案 ↗

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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-lab查看專案 ↗

Games & real timeEnglish

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altryne

jevify

An agent skill to discover TypeSafe Jev opportunities, design typed questions, and learn from recent community experiments.

github.comaltryne/jevify查看專案 ↗

Agents & browsersEnglish

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官方

TypeSafe AI

Speculative fan-out

Official TypeSafe reference: Speculative fan-out.

docs.typesafe.aiSTATE → DECISION → CODE查看專案 ↗

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Shifros

Search-Function-Test

A test project based on Jev AI, the goal is to build a search function for a blog/article website that has 100s of articles to search from, So the user can actually use the search as chat to question anything and find related answers/articles.

github.comShifros/Search-Function-Test查看專案 ↗

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ufec

jev-block-android-ad

JevNoiseGate filters unwanted notifications and SMS on Android. Rather than matching keywords, an LLM decides what's noise — and only what it explicitly flags is blocked. Verification codes are matched on-device and never uploaded; anything uncertain passes through.

github.comufec/jev-block-android-ad查看專案 ↗

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Hassan

Jev vs. GLM at chess

A community test comparing Jev's performance against GLM 5.3 in a chess game, highlighting speed and cost efficiency.

Games & real timeEnglish

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NSStudent

JevSwiftSDK

An independent, type-safe Swift SDK for TypeSafe Jev, with async/await, batching, retries, and SPM support.

github.comNSStudent/JevSwiftSDK查看專案 ↗

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andrelandgraf

typesafe-on-neon

Neon Function proxy for the Neon AI Gateway with TypeSafe Jev routing.

github.comandrelandgraf/safer-with-jev查看專案 ↗

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shibadogcap

kyotsu-ai-bench

AI benchmark on Japan's 2026 Common Test: Jev vs luna-none vs luna-low (static dashboard).

github.comshibadogcap/kyotsu-ai-bench查看專案 ↗

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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.

Agents & browsersEnglish

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nader dabit

Predictive spreadsheets

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

VIDEO

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官方

TypeSafe AI

Double-checking citations

Official TypeSafe reference: Double-checking citations.

docs.typesafe.aiSTATE → DECISION → CODE查看專案 ↗

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iamvatsalpatel

tiershift

Shift every LLM call to the cheapest model that can handle it. Routing decided by TypeSafe Jev in ~180 ms. No training data. Policy in plain YAML. TypeScript and Python.

github.comiamvatsalpatel/tiershift查看專案 ↗

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mahlernim

jev-korean-benchmark

Reproducible early-access evaluation of Jev on Korean understanding and medical text, with runtime and cost evidence.

github.commahlernim/jev-korean-benchmark查看專案 ↗

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wundercorp

Loki

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

github.comwundercorp/loki查看專案 ↗

Agents & browsersEnglish

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khaled

Instant variable generation

Demonstration of Jev's capability for rapid variable generation in development workflows.

VIDEO

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Nicholas Dunzelman

Scoring a frontier-AI essay

Jev evaluates the pacing of a frontier-AI essay written by @DarioAmodei.

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x.com

WTF is Jev, and 9 things people are building

An article explains Jev's capabilities and highlights various projects built with it.

x.comWTF is Jev, and 9 things people are building查看專案 ↗

Agents & browsersEnglish

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mkeco

Cerebellum-2B

Non-Autoregressive AI Agent Decision Model. Open-source SOTA alternative to TypeSafe Jev. O(1) Tool Routing & DOM Automation on Qwen3.5-2B .

github.commkeco/Cerebellum-2B查看專案 ↗

Agents & browsersEnglish

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Marcus Lowe

Tetris with real-time Jev decisions

Jev plays Tetris by making real-time decisions to move blocks.

Games & real timeEnglish

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Foadsf

jev-for-engineers

Eight minimal working examples of TypeSafe's Jev (a System One model) applied to mechanical and electrical engineering: CAD/CAE/CAM routing, FEM result triage, DFM screening, BOM alignment, hallucination-proof extraction. Zero dependencies.

github.comFoadsf/jev-for-engineers查看專案 ↗

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Towow.ai

J++

An experimental programming language for constructing Jev-based queries, aimed at developers.

github.comTowow-ai/jpp查看專案 ↗

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XieChengYuan

jev-gomoku (XieChengYuan)

弈瞬：双 Jev 五子棋九宫格输入实验台，逐手查看模型决策，支持真实对局回放与实时对战。

github.comXieChengYuan/jev-gomoku查看專案 ↗

Games & real timeEnglish

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Saai Arora

Intent-aware search in Replicas

An experiment using Jev to enhance search functionality with intent recognition for improved user experience.

Tools & appsEnglish

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Ripwords

agent-gate-loop

Reusable GitHub Action: agent fix loop gated by checks, an AI reviewer, and TypeSafe Jev.

github.comRipwords/agent-gate-loop查看專案 ↗

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.

github.comgaborishka/jev-canvas查看專案 ↗

Agents & browsersEnglish

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emrickgarrett

OneVOneJev

1v1 Jev quickscope arena — Three.js + TypeSafe System One.

github.comemrickgarrett/OneVOneJev查看專案 ↗

Games & real timeEnglish

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精選譯文摘要

typesafe-ai

TypeSafe 代理技能

Claude Code、Codex 及相容代理的官方代理技能：基本動作、模式及評估結構方式。

Start hereEnglish

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crowdcheck-ai.vercel.app

Crowdcheck

Test a post against 10,000 synthetic personas before you publish it.

crowdcheck-ai.vercel.appCrowdcheck查看專案 ↗

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hegargarcia

jev-playground (hegargarcia)

Benchmarks Jev against other evaluation models in games with explicit states, legal actions, and measurable outcomes.

github.comhegargarcia/jev-playground查看專案 ↗

Games & real timeEnglish

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