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編輯精選Popular on JEVLAB最新

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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.

Tools & appsEnglish

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x.com

The compaction plugin, in Spanish

A community post describes a plugin that manages agent context by analyzing and pruning unnecessary data, available in Spanish.

Agents & browsersEspañol

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Mau Baron

Jev plays Smash Bros. against itself

Jev autonomously controls multiple characters in a video game with rapid decision-making.

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Ian Nuttall

3,282 posts, eight questions each

A community experiment using Jev to analyze social media posts and determine effective content strategies.

Creative & growthEnglish

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www.youtube.com

I tested Jev on 12 real use cases

A resource detailing a test of Jev on 12 real-world scenarios, including speed, cost, and practical applications.

Decisions & routingEnglish

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Aditya Singh

Voice control over Fusion 360

A demo project enabling voice commands for Fusion 360, where Jev identifies if speech is a command or casual talk.

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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.

Decisions & routingEnglish

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Steve Krouse

Jev Typewriter launch

Steve Krouse's playable 16-judgment demo and video.

Creative & growthEnglish

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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.

Tools & appsEnglish

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it’s rivian

What toxicity sounds like to Jev

A community reference exploring how Jev perceives toxic content, with limited detailed analysis.

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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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精選官方譯文摘要

TypeSafe AI

程式碼可使用的答案

TypeSafe 強調 Jev 的類型輸出方法：應用程式提供狀態和問題，然後根據機率、選擇或分數進行操作。連結的公告也涵蓋了威尼斯 API 集成。

JEVLAB ART

Start hereEnglish

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Pierre-Eliott Lallemant

Which outreach signals book demos

Jev analyzes outreach messages to identify signals that lead to booked demos, improving campaign performance.

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.

Tools & appsEnglish

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pydantic.dev

Jev in Pydantic AI

A guide explaining how to integrate Jev with Pydantic AI agents for type-safe operations.

Agents & browsersEnglish

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Ira Bodnar

Seven more SEO and GEO workflows

Jev handles seven SEO and GEO workflows, including competitor page analysis, citation likelihood, and content optimization.

Agents & browsersEnglish

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Nakshatra Saxena

Tax document classification

Classifies tax documents using an LLM pipeline for efficient processing.

Decisions & routingEnglish

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gokaygokay

A city on a whale

A game where Jev makes decisions to keep a city on a whale alive, integrated with GPT-6 Astra and H3 Max.

Games & real timeEnglish

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Yajat Gulati

A real-time orchestra conductor

Uses Jev to conduct a musical orchestra in real time through a demonstration project.

Creative & growthEnglish

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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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1 clicks / 7d

anandi1989

awesome-jev-usecases

Evidence-backed index of real-world Jev (TypeSafe AI System One) use cases: repos, patterns, benchmarks, and measured results.

JEVLAB ART

Research & dataEnglish

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Starchild

Starchild prompt routing

Starchild uses Jev for real-time prompt classification, reducing costs by 20x and increasing speed by 6x with average processing time of 140ms.

Agents & browsersEnglish

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www.youtube.com

wtf is jev?

A YouTube guide explaining Jev's functionality, including browser use, classification, and code review without an LLM.

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).

Agents & browsersEnglish

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0xLogicrw

Early Jev tools roundup

Thread cataloguing the first wave of Jev tools: MCP servers, routers, reviewers, and browser agents.

Agents & browsers简体中文

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techcrunch.com

A new kind of AI model is thrilling developers

A tech publication highlights Jev as an AI model offering a cost-effective and efficient approach to software intelligence.

Tools & appsEnglish

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Neel Patel

Jev plays Geometry Dash

A community experiment demonstrating Jev's interaction with a video game.

Games & real timeEnglish

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Yohei

Jev tries drawing on a pixel canvas

Jev attempted to draw on a pixel canvas but failed to produce recognizable output, indicating limitations in its generative capabilities.

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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Leo Mata

firehose-judge

A GitHub project that uses Jev to triage and route posts from the live Bluesky firehose with human oversight.

Decisions & routingEnglish

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Tamir

JevForm

A dynamic form tool using Jev for conditional logic, built with Vercel JSON-render.

Tools & appsEnglish

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moritzkremb

jev-voice-browser

Control a real browser by voice. Jev (TypeSafe System One) decides intent + target in ~300 ms per spoken word; Playwright acts — often before you finish the sentence.

Agents & browsersEnglish

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Nader Dabit

Keystroke oracle

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

Tools & appsEnglish

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Dicklesworthstone

skillranker

Rust CLI powered by Jev from TypeSafe.ai that ranks agent skills for the next step using live session context. Includes Claude Code hooks, structured JSON, abstention, and local feedback. Requires a TypeSafe API key.

Agents & browsersEnglish

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Vlad Dubchak

Scoring every shot in a video ad

A tool that scores video ad shots in 1.5 seconds using Maxfusion and Jev, processing over 450 ads in under three minutes.

Decisions & routingEnglish

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Shivam Chauhan

Manhattan pathfinding

An experiment exploring Jev's ability to solve pathfinding problems compared to traditional algorithms like A*.

Tools & appsEnglish

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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.

Agents & browsersEnglish

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Jon Yongfook

Bannerbear instant field mapping

A tool for instant field mapping between templates and data sources, simplifying data alignment with one-click functionality.

Tools & appsEnglish

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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.

Decisions & routingEnglish

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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.

Tools & appsEnglish

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Robert Soriano

Touchpress mobile end-to-end testing

Jev is used in mobile end-to-end testing with improved efficiency.

Tools & appsEnglish

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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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Peter Wang

X timeline labeler

X timeline labeler. A community post describing a Chrome extension that categorizes X posts into types like engagement bait or promo.

Tools & appsEnglish

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x.com

Jev on OpenRouter

Jev is a System One model on OpenRouter that provides decisions with probabilities.

Decisions & routingEnglish

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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.

Tools & appsEnglish

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tamaratran

jev-pruner

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

Agents & browsersEnglish

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Jack Vinijtrongjit

Jev attempts Resident Evil

A community post describes Jev attempting to play Resident Evil, testing its ability to handle 3D environments, objectives, and combat scenarios.

Games & real timeEnglish

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Jared Palmer

kev

A developer project featuring a small Jev-like model running on a MacBook, collected for the tools shelf.

Tools & appsEnglish

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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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Odogwu Machalla

Jevinik

A stock evaluation tool using Jev for fast market analysis.

Markets & experimentsEnglish

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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.

Research & dataEnglish

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vercel

eve

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

Agents & browsersEnglish

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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.

Tools & appsEnglish

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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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eve

Criteria-based model routing in Eve

Ultra-fast model routing using Jev for agent-based systems.

Agents & browsersEnglish

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Kun Chen

compact-adviser

An agent plugin using Jev to determine optimal points for session compaction, improving efficiency in context management.

Agents & browsersEnglish

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Anshu Chimala

Jevinci

A developer project generating paintings based on Jev's pixel probability calculations, collected for the tools shelf.

Tools & appsEnglish

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AI/ML API

Blitz chess against frontier models

A chess experiment where Jev V13 makes decisions against advanced language models.

Games & real timeEnglish

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Marcus Lowe

Copy and paste, with a decision in between

A tool using Jev to make copy-paste interactions smarter by deciding content based on context.

Tools & appsEnglish

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iagolast

Company invoices, classified for the books

A community example demonstrating how Jev can classify company invoices into accounting categories rapidly.

Decisions & routingEspañol

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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.

Agents & browsersEnglish

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Nathan Wilbanks

Sorting 63,000 emails

Automates email categorization of 63,045 emails in under 3 minutes at low cost.

Tools & appsEnglish

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Duncan

Model router built with Jev

Ephraim Duncan's demo where Jev decides which model should serve a request.

Tools & appsEnglish

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wang2

jev-review-action

A GitHub Action using Jev for automated PR triage and classification.

Decisions & routingEnglish

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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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Elia Alberti

jev-rules

A developer project that selects applicable rules for Claude, ensuring only relevant information is shown.

Tools & appsEnglish

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Abhishek kothari

Jevcal confidence-threshold calibration

A tool for calibrating Jev's confidence thresholds, presented as an open-source solution.

Tools & appsEnglish

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Cryptonaire //

Jev on Sol

Jev on Sol. A community post describing an experiment where Jev analyzes Solana blockchain data in real time.

Markets & experimentsEnglish

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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.

Agents & browsersEnglish

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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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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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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.

Decisions & routingEnglish

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