AI-assisted summaries and translations. Check original sources for context and performance claims.
Eric Zhang
A Jev-compatible public API using an open model for fast parallel processing.
Source-linked curation
Zaid
A browser-based search tool that uses a 27K-parameter model to parse queries with Jev's assistance.
JEVLAB ART
Source-linked curation
Milind S
A system using Jev to interact with computer interfaces without screenshots, relying on local CoreML models and OCR.
Source-linked curation
jkudish
Proof of concept MCP for Typesafe's new Jev AI model.
JEVLAB ART
Source-linked curation
Marcus Lowe
A tool using Jev to make copy-paste interactions smarter by deciding content based on context.
Source-linked curation
droidrun
Standalone Android agent for Mobilerun where Jev makes every decision, with a live React studio and an Uber demo.
JEVLAB ART
Source-linked curation
Jerry the Martian
Reduces context usage by 30-55% through Jev-based compaction for OMP agents.
JEVLAB ART
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Neel Patel
A community experiment demonstrating Jev's interaction with a video game.
JEVLAB ART
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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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alaska
A community post explores Jev's decision-making in ethical scenarios, comparing different approaches.
JEVLAB ART
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archerhume.com
A guide exploring Jev's architecture through 10,000 API calls.
JEVLAB ART
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Kris Puckett
Utilizes Jev for quick coaching support and detecting and fixing slop during sessions.
JEVLAB ART
Source-linked curation
TRADUIT
Rob Hallam
SuperX intégré à Jev permet une notation rapide de posts, analysant 61 questions par post en moins d'une seconde avec une haute précision de prédiction de potentiel viral.
Source-linked curation
Fazt
Fazt presenta las decisiones estructuradas de Jev con ejemplos de Snake y clasificación de solicitudes de soporte.


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TianyuCodings
Compact version of Jev that generates full probability distributions in a single forward pass.
JEVLAB ART
Source-linked curation
mikegee
A voice-controlled interface for Figma utilizing Jev, demonstrating low-cost AI integration for design tools.
JEVLAB ART
Source-linked curation
Vlad Dubchak
A tool that scores video ad shots in 1.5 seconds using Maxfusion and Jev, processing over 450 ads in under three minutes.
JEVLAB ART
Source-linked curation
TRADUIT
cobanov
Liste curatée de projets construits avec Jev, modèle System One de TypeSafe AI pour des décisions typées.
JEVLAB ART
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Kelbie
Hunch is a GitHub tool for code review that applies rules written in plain English to analyze and improve code quality.
JEVLAB ART
Source-linked curation
Malek Gara-Hellal
A tool enhancing zsh autosuggestions with Jev-based ranking instead of prefix matching.
JEVLAB ART
Source-linked curation
Ziwen
A tool that analyzes Tetris board positions and selects optimal placements in under half a second.
JEVLAB ART
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skeptrunedev
A Jev powered LinkedIn recruiting agent. Watch it browse relevant profiles, save links, and review evidence against your hiring brief.
JEVLAB ART
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Aditya Singh
A demo project enabling voice commands for Fusion 360, where Jev identifies if speech is a command or casual talk.
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Jack Cheng
A tool that uses Jev to convert pointing and speech into drawing actions on a canvas.
Source-linked curation
Parth
A Chrome Dino game implementation where Jev provides real-time decision scores.
JEVLAB ART
Source-linked curation
x.com
Testing Jev as a search reranker shows limited improvement over vector retrieval, with mixed results depending on evaluation methods.
Source-linked curation
Zachi
An ad blocker extension using AI for real-time classification and removal of ads.
Source-linked curation
Marcelo Mendes
An agent that plays Tetris with rapid decision-making capabilities. Shows potential for real-time game automation.
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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x.com
Jev is a System One model on OpenRouter that provides decisions with probabilities.
Source-linked curation
AnotiaWang
A curated list of awesome Jev / TypeSafe System One applications, libraries, and resources.
JEVLAB ART
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x.com
Explains Jev's role in automating decision-making processes and enabling new business models through efficient task sorting and classification.
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Nathan Wilbanks
Automates email categorization of 63,045 emails in under 3 minutes at low cost.
JEVLAB ART
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Abhishek kothari
A tool for calibrating Jev's confidence thresholds, presented as an open-source solution.
JEVLAB ART
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Brainwires
Jev decision layer for agents: MCP server, embeddable DecisionModel library, and an escalate-only Claude Code plugin (TypeSafe AI's Jev).
JEVLAB ART
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RaZaan
A Chrome extension enabling agents to browse and interact with websites, utilizing Jev for decision-making.
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Zahle Khan
A community post introducing Jev board, a tool for ambient intelligence interfaces using fast, reliable models.
Source-linked curation
burnigtm
MCP server that puts TypeSafe Jev on the coding loop in Cursor, Codex, and any MCP client.
JEVLAB ART
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Sabrina
A demonstration of Jev's capability to quickly categorize a large volume of Hacker News posts.
Source-linked curation
Cris Lenta
A community post describing 500 real-time agents operating in a 3D environment with notable performance metrics.
JEVLAB ART
Source-linked curation
Dicklesworthstone
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.
JEVLAB ART
Source-linked curation
Marcus Lowe
Jev plays Tetris by making real-time decisions to move blocks.
JEVLAB ART
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Ackerman
Jev rapidly analyzes 700 live ads in 40 seconds for marketing insights at low cost.
Source-linked curation
x.com
A community post providing a tutorial on Jev, including demos for browser control and AI memory.
Source-linked curation
Marcel Pociot 🧪
A macOS app that automatically organizes downloaded files using rules.
Source-linked curation
生ビール
A local Jev model for processing tasks with potential for improved speed.
Source-linked curation
Hassan
Jev classifies emails for fraud detection, with uncertain cases handled by Kimi K3 for high accuracy.
Source-linked curation
Max Blade
Jev plays Subway Surfers at superhuman speed and handles 50 games simultaneously for under a cent.
Source-linked curation
Riley Brown
A community project describes an agent system that uses Jev to route requests to appropriate models.
Source-linked curation
CJ (Coding Garden)
A chat bot using Jev without a large language model, providing instant responses by integrating web search, Wikipedia, weather, and other tools.
Source-linked curation
Robert Soriano
Jev is used in mobile end-to-end testing with improved efficiency.
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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Alan Daitch
Agent automates second-hand product search and decision-making. Processes 26 listings per minute with fast evaluation times.
Source-linked curation
www.youtube.com
Jev enables users to create various applications using its architecture, as explained in a YouTube guide.


Source-linked curation
dev.to
A practical guide explaining the use of TypeSafe’s System One model, providing technical insights for developers.
JEVLAB ART
Source-linked curation
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.
JEVLAB ART
Source-linked curation
Trinay Hari
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.
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Sachin
A community post exploring Jev's behavior in a game of Catan, where multiple Jevs struggle with negotiation.
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MirkoSonio
A developer project demonstrates Jev's rapid response to browser tasks, with decisions made in approximately 100 milliseconds.
JEVLAB ART
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Daniel Ch
Jev converts websites into native mobile apps by deciding the optimal build process and handling app store submissions.
Source-linked curation
Pedro Knigge
A developer project providing a local MCP server for running pre-made Jev question packs.
JEVLAB ART
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Szymon Chmal
A community post demonstrating Jev playing Flappy Apex, achieving a high score autonomously through Appduct and Fable.
JEVLAB ART
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Marcel Pociot 🧪
A tool that provides quick actions based on clipboard content, specifically for macOS.
JEVLAB ART
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Mike Taylor
A tool using Jev to efficiently evaluate content by producing probabilities instead of text, faster and cheaper than traditional models.
JEVLAB ART
Source-linked curation
Sarvagya Kulshreshtha
A community post describing a system that matches one candidate to 400 companies with a confidence score in 12 seconds.
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
Source-linked curation
SmalltownRobot
A Brave extension that scores posts for logical fallacies in real time, highlighting well-reasoned content with a green flag.
JEVLAB ART
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x.com
A plugin using Jev's scoring capability to remove unnecessary terminal garbage and redundant logs, improving agent performance.
Source-linked curation
Ohans Emmanuel
A community post discussing Jev's use in enforcing coding rules that linters cannot handle.
JEVLAB ART
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Tamir
A dynamic form tool using Jev for conditional logic, built with Vercel JSON-render.
Source-linked curation
William Prout
A playful tool using Jev to provide random answers to questions.
JEVLAB ART
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AI/ML API
A chess experiment where Jev V13 makes decisions against advanced language models.
JEVLAB ART
Source-linked curation