AI-assisted summaries and translations. Check original sources for context and performance claims.
Kun Chen
An agent plugin using Jev to determine optimal points for session compaction, improving efficiency in context management.
JEVLAB ART
Source-linked curation
Ahmed Gagan
A community project uses Jev to detect AI-generated text, providing real-time sentence-by-sentence analysis.
JEVLAB ART
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Fayaz Ahmed
An image classifier using OCR and Jev processes 900 images in 40 seconds.
Source-linked curation
ikermoel
Open alternative to Jev: typed, calibrated decisions from any open-weights LLM in one forward pass (HF + vLLM), with benchmarks.
JEVLAB ART
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www.langchain.com
A guide on using Jev to route between models and block risky tool calls.
JEVLAB ART
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Box
A community post about using Jev for incident triage in Box, returning boolean results with probabilities.
JEVLAB ART
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Ziwen
A tool that analyzes Tetris board positions and selects optimal placements in under half a second.
JEVLAB ART
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Clownware
An agent project that enforces policies by judging Claude Code tool calls.
JEVLAB ART
Source-linked curation
gokaygokay
A game where Jev makes decisions to keep a city on a whale alive, integrated with GPT-6 Astra and H3 Max.
Source-linked curation
Paul
A developer project for the games shelf, where Jev improvises piano with proper questions.
JEVLAB ART
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Jerry the Martian
Reduces context usage by 30-55% through Jev-based compaction for OMP agents.
JEVLAB ART
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HyunjunJeon
Agent Skill: send closed coding-agent judgments to TypeSafe Jev.
JEVLAB ART
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RomanSlack
Camera-only autonomous drone in MuJoCo with a small judgment model (TypeSafe Jev) in the loop at 2.5Hz.
JEVLAB ART
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Ishu Agrawal
Jev processes game state data to make decisions and play Super Mario Bros. effectively.
JEVLAB ART
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Jack Vinijtrongjit
Jev tests shooting skills in the arcade game Time Crisis, with a harness to assist performance.
JEVLAB ART
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Aria
Jev plays Connect Four on OmarchyLinux, demonstrating real-time decision loops with structured state.
JEVLAB ART
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Milind S
Utilizes Jev as a decision engine to manage and coordinate multiple bot agents for complex tasks.
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Jack Vinijtrongjit
A community post describes Jev attempting to play Resident Evil, testing its ability to handle 3D environments, objectives, and combat scenarios.
JEVLAB ART
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Paolo Rosson
A social media feed optimized using user bookmarks and Jev's analysis.
JEVLAB ART
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Ian Nuttall
A community tool utilizing Jev to filter out unwanted reply-guy comments on platforms.
Source-linked curation
x.com
Jev is a System One model on OpenRouter that provides decisions with probabilities.
Source-linked curation
Instructa
A deterministic model routing system for coding agents with a skill for Codex.
JEVLAB ART
Source-linked curation
Duncan
Ephraim Duncan's demo where Jev decides which model should serve a request.
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Alsa
A community tool leverages Jev to identify relevant X discussions for business outreach.
JEVLAB ART
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tamara
Enables instant compaction by scoring and filtering tool calls efficiently.
Source-linked curation
Nick DeJesus 🛒🎉 - Former Unpaid CTO @BTPipeline
Jevals is a local testing environment for evaluating Jev requests and improving results through primitive operations.
JEVLAB ART
Source-linked curation
Sabrina
A demonstration of Jev's capability to quickly categorize a large volume of Hacker News posts.
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Marek Sotak
A community post describing adaptive in-app support using Jev to provide real-time assistance based on user struggles.
JEVLAB ART
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Cris Lenta
A community post describing 500 real-time agents operating in a 3D environment with notable performance metrics.
JEVLAB ART
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madewithjev.com
A resource explaining Jev Engineering methodology for AI agent development.
JEVLAB ART
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Justine Moore
Jev enables natural language search for Zillow listings, classifying properties by non-standard filters.
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Nick Khami
A demo showing how to make open source models behave like Jev using inference engineering and scoring endpoints for decision-making.
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aniol
A speech analysis tool that evaluates 30-second speeches for pauses, filler words, and confidence, providing feedback for improvement.
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wy-coliney
5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.
JEVLAB ART
Source-linked curation
www.youtube.com
A YouTube guide explores using Jev within an agentic coding loop, focusing on cost efficiency for development tasks.


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Hamed Valigholizadeh
A community post showcasing Jev's ability to rank exam questions by likelihood of appearing on real tests within 80 seconds.
Source-linked curation
Wayne Sutton
askjev.ai. A community post describing a platform where users can ask questions to Jev, which provides judgments rather than direct answers.
Source-linked curation
joey
A project where Jev attempts to defeat the Pokémon League in Pokémon Gold, using basic controls to navigate and win.
JEVLAB ART
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1 clicks / 7d
Justin Schroeder
A community project using Jev to control a Tesla Full Self Driving simulator, offering a quick rebuild.
JEVLAB ART
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Marcel Pociot 🧪
A macOS app that automatically organizes downloaded files using rules.
Source-linked curation
x.com
A collection of 19 open-source projects using Jev technology for various applications including AI agents and game interactions.
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Oskar
Framework for running end-to-end tests with agents using Jev.
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ÜBERSETZT
Rob Hallam
SuperX integriert mit Jev ermöglicht schnelle Post-Bewertungen mit hoher Genauigkeit bei der Vorhersage von Viralität.
Source-linked curation
AUSWAHL
OFFIZIELL
ÜBERSETZT
TypeSafe AI
Die offizielle Launch-Ankündigung von TypeSafe stellt das Labor vor und verweist Entwickler auf Jev. Sie enthält Diogos Almeidas Launch-Film und die ursprüngliche Einführung.
Source-linked curation
Rafal Wilinski
A community post about humor management on a social platform.
JEVLAB ART
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Riley Brown
A real-time tool to analyze and categorize tweets for viral potential.
Source-linked curation
x.com
Jev offers versatile use cases, with a community post suggesting potential for rapid SaaS growth.
Source-linked curation
Mihajlo Micic
Jev-Tool-Runner is a GitHub project where Jev selects developer tools and Codex generates code based on those selections.
JEVLAB ART
Source-linked curation
Shubhankar
A creative project using Jev and other tools to generate digital art, specifically a painting of the Golden Gate Bridge.
JEVLAB ART
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www.youtube.com
A setup where Jev selects between different AI models for specific tasks, streamlining model usage in a single terminal.


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OFFIZIELL
TypeSafe AI
Jev demonstrates real-time decision-making in the game Doom, making moves up to ten times per second.
Source-linked curation
Heman10x-NGU
Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground.
JEVLAB ART
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wustep
Can a System One model steer music? Jev picks the plan (enums only); code renders sheet, audio and MIDI.
JEVLAB ART
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developers.cloudflare.com
Jev is utilized for decision-making processes on Cloudflare, including support routing and risk management.
JEVLAB ART
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iagolast
A community example demonstrating how Jev can classify company invoices into accounting categories rapidly.
JEVLAB ART
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Kaushik
A community project exploring Jev's potential to evaluate agent progress beyond basic trace data.
JEVLAB ART
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Ilias Ism
Moved hard-coded rules to Jev for faster AI processing and reduced costs in projects like aiseotracker and linkdr.
JEVLAB ART
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Abhishek from Youform
A tool developed using Jev to create a voice builder for Youform, noted for its speed.
JEVLAB ART
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prasanth263
A developer project for the agents shelf featuring a local MCP gateway with Jev tool discovery and a dashboard.
JEVLAB ART
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1jehuang
Semantic GitHub PR labels using Jev's typed decisions, with conceptual scope instead of line counts.
JEVLAB ART
Source-linked curation
AkashPriyadarshii
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.
JEVLAB ART
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abhishekashokvkumar
A developer project using Jev for plain-language MCP tool calls without an LLM.
JEVLAB ART
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Combos Fun by Converge.AI
A community post compares Jev's performance to Astra in gaming scenarios, highlighting its unique approach.
JEVLAB ART
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Odogwu Machalla
A stock evaluation tool using Jev for fast market analysis.
JEVLAB ART
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Abid A Gafoor
A Mac voice diary tool that uses Jev for sorting and integrates with Notion.
JEVLAB ART
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brainstormity
Real-time Discord moderation bot: Jev evaluates messages and metadata in parallel to catch phishing, spam, and social engineering with a progressive escalation ladder.
JEVLAB ART
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amit
Creates a dynamic audience of 100 simulated personalities that respond individually to user input using Jev.
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Robin Bilgil
Detects low-quality content in real-time as users scroll.
JEVLAB ART
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Ethan
Jev identifies and manages marketing messages in Android notifications without content deletion.
JEVLAB ART
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gargpratyush
Route to the cheapest model in claude code for your task using jev-router.
JEVLAB ART
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awesomejev.com
Directory of Jev-based projects including repositories, SDKs, and benchmarks.
JEVLAB ART
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luantak
Scans a codebase for covert, deceptive, or data-stealing behavior with Jev, then reports suspicious files and line ranges before the user runs it.
JEVLAB ART
Source-linked curation