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编辑精选Popular on JEVLAB最新

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

Jarrod Watts

jev-trader

A trading bot using Jev to decide buy/sell actions based on asset price feeds and executing real trades.

VIDEO

Markets & experimentsEnglish

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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

Decisions & routingEnglish

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译文摘要

Raptor

A dual-arm robot with Jev in the middle layer

由Jev控制的双臂机器人，用于决策，逆运动学和物理由代码处理以实现高效操作。

VIDEO

Devices & robotics日本語

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AnotiaWang

awesome-jev (AnotiaWang)

A curated list of awesome Jev / TypeSafe System One applications, libraries, and resources.

Tools & appsEnglish

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Movez

100,000 viral posts in 20.4 seconds

Analyzes 100,000 X posts in 20.4 seconds using 14 yes/no questions per post for viral potential assessment.

VIDEO

Decisions & routingEnglish

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alaska

Choice versus Noul trolley dilemmas

A community post explores Jev's decision-making in ethical scenarios, comparing different approaches.

Tools & appsEnglish

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Nick DeJesus 🛒🎉 - Former Unpaid CTO @BTPipeline

Jevals

Jevals is a local testing environment for evaluating Jev requests and improving results through primitive operations.

Research & dataEnglish

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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.

Agents & browsersEnglish

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Mario Jankovic

Filtering AI slop from YouTube

A Chrome extension using Jev to filter out AI-generated content from YouTube, caching results for efficiency.

Agents & browsersEnglish

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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.

YouTube

Start hereEspañol

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Alex Nikolic

openjev on Qwen 4B

An MLP trained on Qwen 4B that functions similarly to Jev, offering a typesafe alternative.

VIDEO

Tools & appsEnglish

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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

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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.

VIDEO

Decisions & routingEnglish

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omar ✌️

On-demand UI flow capture

A system that quickly captures user interface flows on demand, enabled by Jev's fast processing capabilities.

VIDEO

Creative & growthEnglish

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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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Nader Dabit

Keystroke oracle

Jev powers a predictive launcher that anticipates user intent based on typing patterns.

VIDEO

Tools & appsEnglish

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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.

Agents & browsersEnglish

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sushrutb17

LinkedIn NoSlop

A developer project offering a Chrome extension to blur low-value LinkedIn posts, collected for the creative shelf.

Creative & growthEnglish

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Aria

Connect Four on Omarchy

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

Games & real timeEnglish

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www.youtube.com

I paired Jev with Astra

A YouTube guide discussing Jev's functionality, pricing, and performance comparisons with Astra, including benchmarking and parallel decision analysis.

YouTube

Research & dataEnglish

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Sawyer Hood

A prompt box that fills itself in

Jev automates the filling of prompt boxes by selecting appropriate agents, models, or computers for specific tasks.

VIDEO

Agents & browsersEnglish

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cocktail peanut

Jev-thoven music composition

A 2-minute song composed by Jev-thoven using first principles.

Creative & growthEnglish

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usenotra

notra

Marketing analytics platform whose feature flag routes brand-visibility classifiers off an LLM and onto Jev boolean decisions.

Decisions & routingEnglish

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x.com

Full Jev tutorial

A community post providing a tutorial on Jev, including demos for browser control and AI memory.

VIDEO

Agents & browsersEnglish

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www.youtube.com

Jev is HERE. How to use it

Jev is HERE. How to use it. A resource explaining how to access Jev through the Vercel AI Gateway and its potential business applications.

YouTube

Tools & appsEnglish

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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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Trinay Hari

A 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.

VIDEO

Decisions & routingEnglish

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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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William Prout

A Jev Magic 8 Ball

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

Tools & appsEnglish

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Ravinder Poonia

jev-flash-router

An agent project aimed at reducing token usage for coding agents via an MCP server.

Agents & browsersEnglish

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Hugo Montenegro

Codenames with Jev

Integration of Jev into a game for fast and cost-effective performance.

VIDEO

Games & real timeEnglish

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Ethan

Quiet marketing notifications on Android

Jev identifies and manages marketing messages in Android notifications without content deletion.

Markets & experimentsEnglish

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Ira Bodnar

SEO and GEO fixes, 90% cheaper

Reduces SEO and GEO fix costs by 90% through faster data analysis and automation.

VIDEO

Agents & browsersEnglish

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译文摘要

awlevin

typesafe-computer-use

每步成本约0.0002美元的计算机使用：对屏幕进行OCR，用TypeSafe分类下一步操作。支持macOS。

Agents & browsersEnglish

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giuliosmall

pg_typesafe

Pre-alpha PostgreSQL extension for TypeSafe AI (Jev) categorical classification.

Decisions & routingEnglish

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acorn181

Semantic Bookmark

A Chrome extension that organizes bookmarks using user-defined rules for categorization.

Tools & appsEnglish

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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.

Agents & browsersEnglish

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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.

YouTube

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.

Agents & browsersEnglish

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GrumpyBalkanSoftwareEngineer

A 6502 emulator experiment

A community experiment demonstrating Jev's capability to function as a computer by emulating a 6502 processor.

Tools & appsEnglish

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Mike Taylor

Every’s editorial vibe check

A tool using Jev to efficiently evaluate content by producing probabilities instead of text, faster and cheaper than traditional models.

Tools & appsEnglish

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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.

VIDEO

Tools & appsEnglish

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nader dabit

Intent-based search in Gmail

Jev's effectiveness in performing intent-based search within Gmail.

VIDEO

Tools & appsEnglish

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生ビール

A local Jev

A local Jev model for processing tasks with potential for improved speed.

VIDEO

Tools & apps日本語

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www.youtube.com

Jev: full tutorial

Tutorial covers API setup and building prototypes with Jev and LLMs.

YouTube

Agents & browsersEnglish

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精选官方译文摘要

Diogo Almeida

Jev发布帖

Diogo Almeida介绍了Jev，即TypeSafe的结构化决策模型。观看发布影片，并探索原始帖子了解该模型的方法、示例和作者报告的性能。

VIDEO

Start hereEnglish

Jev HOLDFIT 92%CAT 53%

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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.

VIDEO

Agents & browsersEspañol

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Zaious

jev-capability-atlas

Independent, evidence-based map of when TypeSafe's Jev actually holds up vs. breaks down — real API-call receipts, not a leaderboard. 中文為主的雙語 repo。

Research & dataEnglish

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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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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.

VIDEO

Agents & browsersEnglish

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Marcel Pociot 🧪

A Downloads folder that sorts itself

A macOS app that automatically organizes downloaded files using rules.

VIDEO

Tools & appsEnglish

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www.youtube.com

Jev: the ultimate classification model?

Jev is demonstrated as a classification model with practical examples.

YouTube

Decisions & routingEnglish

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developers.cloudflare.com

Jev on Cloudflare

Jev is utilized for decision-making processes on Cloudflare, including support routing and risk management.

Decisions & routingEnglish

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1 clicks / 7d

Justin Schroeder

A driving simulator controlled by Jev

A community project using Jev to control a Tesla Full Self Driving simulator, offering a quick rebuild.

Devices & roboticsEnglish

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Nick

Jev as an agent safety monitor

Test report using Jev to check each agent action first: most attacks caught, almost no false blocks.

Agents & browsersEnglish

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x.com

Diogo Almeida’s tech talk

A community post shares a tech talk by Jev's founder, highlighting its speed, cost-effectiveness, and lack of hallucination.

VIDEO

Tools & appsEnglish

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GodsBoy

jev-agent-skill-router

Typed, confidence-aware agent skill routing with TypeSafe Jev.

Agents & browsersEnglish

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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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Sachin

Jev plays Catan

A community post exploring Jev's behavior in a game of Catan, where multiple Jevs struggle with negotiation.

VIDEO

Games & real timeEnglish

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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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www.youtube.com

It really is. No joke.

A resource discussing a new model type that outperforms LLMs in specific areas, collected for the tools shelf.

YouTube

Tools & appsEnglish

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CodeAlive

mastra-jev-moderation

A moderation system for Mastra agents that processes inputs in a single file.

Agents & browsersEnglish

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Max Blade

An always-on assistant with no wake word

An always-on assistant built with Jev that operates without a wake word, using probability to distinguish user intent.

VIDEO

Tools & appsEnglish

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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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Suman

Generating text with Jev

A community post confirming Jev's capability to generate text, responding to a claim that it cannot.

Tools & appsEnglish

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Kevthetech143

super-jev

A small, extensible decision-to-action harness for TypeSafe Jev.

Tools & appsEnglish

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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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Ably Labs

Jev Pong

Game where Jev competes against LLMs in Pong.

Games & real timeEnglish

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Astropulse

Pixel art with a sketch-and-refine loop

A method for creating pixel art through iterative sketching and refinement using Jev and DeepSeek.

Creative & growthEnglish

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Albiona Hoti

A visual reference finder

Jev generates 100 images from sources like NASA and The Met based on a single prompt.

VIDEO

Creative & growthEnglish

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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

Decisions & routingEnglish

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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.

YouTube

Decisions & routingEnglish

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