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編集部のおすすめPopular on JEVLAB最新

AI-assisted summaries and translations. Check original sources for context and performance claims.

Paolo Rosson

Fourteen checks for every pull request

Jev reviews pull requests with 14 automated checks, detecting issues like hardcoded secrets and SQL patterns.

Tools & appsEnglish

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Max Blade

Jev plays Subway Surfers

Jev plays Subway Surfers at superhuman speed and handles 50 games simultaneously for under a cent.

Games & real timeEnglish

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benkigera

Focus Rail train routing

A community post describing a game where Jev routes trains to stations in real time without a solver.

Games & real timeEnglish

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Charlie Lamb

Voice commands for Autumn billing

Voice command integration for the Autumn billing dashboard to streamline tasks.

Tools & appsEnglish

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Hamed Valigholizadeh

Which exam questions come back

A community post showcasing Jev's ability to rank exam questions by likelihood of appearing on real tests within 80 seconds.

Tools & appsEnglish

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Zahle Khan

Jev board

A community post introducing Jev board, a tool for ambient intelligence interfaces using fast, reliable models.

Tools & appsEnglish

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Ziwen

A Tetris placement picker

A tool that analyzes Tetris board positions and selects optimal placements in under half a second.

Games & real timeEnglish

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Kai

jev-job-hunter

A community post about using Jev to efficiently crawl job listings from company websites, significantly reducing time compared to an LLM.

Start hereEnglish

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sav

Computer use, sped up

A community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.

Agents & browsersEnglish

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1 clicks / 7d

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.

Devices & roboticsEnglish

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x.com

LLMs vs. Jev, clearly explained

Jev differs from LLMs by evaluating predefined decisions directly, enabling parallel processing of independent questions.

Start hereEnglish

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nader dabit

Predictive spreadsheets

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

Tools & appsEnglish

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Nikunj Kothari

Scoring 3,000 kids’ snacks

A task using Jev to score 3,000 kids' snacks with multiple criteria in 28 seconds.

Decisions & routingEnglish

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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.

Agents & browsersEnglish

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Kitze

skillbox

A self-hosted skills library with optional Jev recommendations.

Tools & appsEnglish

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Vincent Wang-Maścianica

jevlike

A community project for training a Jev-like architecture using a reverse-engineered model.

Tools & appsEnglish

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Pedro Knigge

mcp_jev

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

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.

Agents & browsersEnglish

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Raihan Khan

Jev Arena

A community project showcasing Jev's potential through a competitive snake game where two Jev instances battle for victory.

Games & real timeEnglish

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William Prout

A Jev Magic 8 Ball

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

Tools & appsEnglish

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www.youtube.com

Jev and Claude Code: the cheapest agentic loop yet

A YouTube guide explores using Jev within an agentic coding loop, focusing on cost efficiency for development tasks.

Agents & browsersEnglish

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model-clis

jev CLI

A command-line interface for Jev that provides answers and exit codes based on input questions.

Tools & appsEnglish

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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.

Agents & browsersEnglish

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kraayenjon

awesome-jev (kraayenjon)

A curated list of Jev use cases, projects, SDKs, and resources. Jev is TypeSafe AI's System One model for fast, typed decisions in software — Choice, Score, and Noul with calibrated probabilities.

Tools & appsEnglish

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MirkoSonio

jev-reflex

A developer project demonstrates Jev's rapid response to browser tasks, with decisions made in approximately 100 milliseconds.

Agents & browsersEnglish

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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.

Decisions & routingEnglish

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Alexey (Butochnikov)

Laravel TypeSafe Jev

An unofficial Laravel package offering typed responses and test fakes for Jev integration.

Start hereEnglish

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vogel

Triage across 1,500 emails

A system tested on 1,500 emails for classification effectiveness. Demonstrates potential for automated email management.

Decisions & routingEnglish

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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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Niaz Morshed

jev-review

An experimental local-first plugin for coding agents that uses Jev to provide quality feedback during development.

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.

Agents & browsersEnglish

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vogel

Writing one character at a time

A system that generates text one character at a time using Jev, employing a classifier in an autoregressive loop.

Tools & appsEnglish

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borja

An internal-link SEO audit

A community post describing an SEO audit using Jev to analyze website internal links in 45 seconds.

Markets & experimentsEnglish

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Probably Nick

Jev plays piano

Jev generates piano music by selecting notes and chords based on input sequences.

Creative & growthEnglish

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Jack Vinijtrongjit

Jev plays Time Crisis

Jev tests shooting skills in the arcade game Time Crisis, with a harness to assist performance.

Games & real timeEnglish

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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

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Marcel Pociot 🧪

Contextual clipboard quick actions

A tool that provides quick actions based on clipboard content, specifically for macOS.

Tools & appsEnglish

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x.com

Jev 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

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Hitakshi Arora

solari-reflex

An agent system that makes one Jev decision per computational step.

Agents & browsersEnglish

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Ranjan

AskJev

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

Agents & browsersEnglish

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翻訳要約1 clicks / 7d

nshkrdotcom

typesafe_sdk

公式TypeScript AI SDK（ai / ai-sdk）の型安全なElixirポート。一貫したLLM統合、ストリーミングテキスト、構造化出力、ツール呼び出し、エージェントワークフローを提供。Jevは現在のフラッグシップモデルで、最初のSystem Oneモデル。

JEVLAB ART

Start hereEnglish

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Yum

1,315 posts across eight dimensions

A community post detailing a dashboard that classifies X posts across eight dimensions using Jev for content research.

Decisions & routingEnglish

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Raihan Khan

DiffJury

A tool that analyzes public PR links to determine if they are safe to merge or need review, using Jev's capabilities.

Tools & appsEnglish

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Jon Kraayenbrink

AI slop detector

A tool that uses Jev to detect AI-generated content on websites by analyzing specific indicators.

Tools & appsEnglish

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x.com

What 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

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Meteor Simulation

TypeEvacSafe

A fire evacuation simulation where each person makes Jev-style decisions.

Games & real timeEnglish

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Maxim Saplin

Jev plays chess

Jev selects legal moves in a game of chess, compared to reasoning models.

Games & real timeEnglish

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Ian Nuttall

A filter for reply-guy comments

A community tool utilizing Jev to filter out unwanted reply-guy comments on platforms.

Tools & appsEnglish

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Notte

Jevmaxxing with Notte

Jev automates browser tasks by selecting actions from a dynamic action space.

Agents & browsersEnglish

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logicrw

awesome-jev-projects

Awesome Jev: source-backed open-source ecosystem radar, plain-language project discovery, and automatic GitHub sync.

Tools & appsEnglish

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devagrawal09

jev-review (devagrawal09)

A staged code-review workflow and local dashboard built with TypeSafe Jev.

Agents & browsersEnglish

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Romàn

700 leads scored in 40 seconds

A community post demonstrating Jev's ability to score 700 leads and predict outreach message performance in 40 seconds.

Agents & browsersEnglish

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ares

1,891 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

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Florian Darroman

Jev against Fable 5.1, 100 builders

A challenge where 100 builders used Jev and Fable 5.1 to create a post scheduler, highlighting Jev's speed.

Tools & appsEnglish

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Cline

jev-browser in Cline

A plugin integrates Jev with a browser in Cline, enabling it to perform web-based tasks through a desktop application.

Agents & browsersEnglish

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www.youtube.com

What is Jev? (Tech Brew Ride Home)

A podcast segment discussing Jevons paradox and its connection to TypeSafe AI's funding.

Tools & appsEnglish

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wy-coliney

jev-browser-use

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

Agents & browsersEnglish

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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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Anusha

Magic Jev Ball for code review

A tool that uses Jev to quickly decide on GitHub PR approvals by analyzing CI, diff size, and reviews in 200 ms.

Tools & appsEnglish

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Otto🐾

An offline research decision gate

A community post describing an offline decision system using Jev to evaluate research branches efficiently.

Agents & browsersEnglish

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Milind S

Computer use without screenshots

A system using Jev to interact with computer interfaces without screenshots, relying on local CoreML models and OCR.

Agents & browsersEnglish

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corent

Corent model routing

Uses Jev to decide which AI model to use before generating output, based on prompt and quality requirements.

Decisions & routingEnglish

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Matthew Berman

724 competitor ads, broken down

Jev analyzes 724 live ads from 37 brands in 40 seconds, breaking down their elements and formats.

Agents & browsersEnglish

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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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翻訳要約

awlevin

typesafe-computer-use

ステップあたり約0.0002ドルでコンピュータを使用: スクリーンをOCRし、TypeSafeで次のアクションを分類し、クリックします。macOS対応。

Agents & browsersEnglish

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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.

Agents & browsersEnglish

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1 clicks / 7d

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.

Devices & roboticsEnglish

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Eugene Cheah

Simple Jev

Open-source library converting Hugging Face models into Jev-style endpoints for broader accessibility.

Tools & appsEnglish

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Fayaz Ahmed

900 images in 40 seconds

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

Decisions & routingEnglish

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Szymon Chmal

Flappy Apex plays itself

A community post demonstrating Jev playing Flappy Apex, achieving a high score autonomously through Appduct and Fable.

Games & real timeEnglish

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Ilias Ism

Hard-coded rules moved to Jev

Moved hard-coded rules to Jev for faster AI processing and reduced costs in projects like aiseotracker and linkdr.

Creative & growthEnglish

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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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