AI-assisted summaries and translations. Check original sources for context and performance claims.
model-clis
A command-line interface for Jev that provides answers and exit codes based on input questions.
JEVLAB ART
Source-linked curation
backmeupplz
Minimal grammY Telegram anti-spam bot powered by TypeSafe Jev.
JEVLAB ART
Source-linked curation
Marc Köhlbrugge
A real-time computer assistant using Jev and local Whisper to process voice input, classify actions, and interact with the screen through a Swift app for accessibility.
JEVLAB ART
Source-linked curation
Movez
Analyzes 100,000 X posts in 20.4 seconds using 14 yes/no questions per post for viral potential assessment.
Source-linked curation
www.youtube.com
A podcast segment discussing Jevons paradox and its connection to TypeSafe AI's funding.


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aaron
Aaron Levin: 155x cheaper than Opus 5, about 20x faster, and it generalizes across operating systems.
JEVLAB ART
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Eric Nowoslawski
Using Jev to create Clay workflows instantly, leveraging its capabilities for rapid development.
JEVLAB ART
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Nakshatra Saxena
Classifies tax documents using an LLM pipeline for efficient processing.
JEVLAB ART
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Mau Baron
Jev autonomously controls multiple characters in a video game with rapid decision-making.
Source-linked curation
github.com
A collection of research papers and open reproductions supporting System One models.
JEVLAB ART
Source-linked curation
www.youtube.com
Jev is HERE. How to use it. A resource explaining how to access Jev through the Vercel AI Gateway and its potential business applications.


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Fazt
Fazt presenta las decisiones estructuradas de Jev con ejemplos de Snake y clasificación de solicitudes de soporte.


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nader dabit
Jev's effectiveness in performing intent-based search within Gmail.
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Ian Nuttall
Using Jev on Cloudflare Workers to improve search and content tagging efficiency on keep.md.
JEVLAB ART
Source-linked curation
Agent Labs
A developer project where Jev assists in browsing by selecting actions, with an LLM planning and citing sources.
JEVLAB ART
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ÜBERSETZT
Greg Pstrucha
Jev erhöht die Effizienz von Sicherheitspipelines mit 5-facher Kosteneinsparung und schnellerer Verarbeitung bei höherer Genauigkeit als kleinere Modelle.
JEVLAB ART
Source-linked curation
tamaratran
Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it.
JEVLAB ART
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Jason Lu
A tool that improves end-to-end testing efficiency, completing tasks faster and cheaper than other models.
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Moritz Kremb
Uses Jev for real-time voice commands to control a browser, processing speech to actions in 300ms with low cost.
JEVLAB ART
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hityyhz
A predictive app launcher using Jev to interpret user intent and enhance app discovery.
JEVLAB ART
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Parth
A Chrome Dino game implementation where Jev provides real-time decision scores.
JEVLAB ART
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pydantic.dev
A guide explaining how to integrate Jev with Pydantic AI agents for type-safe operations.
JEVLAB ART
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Pierre-Eliott Lallemant
Jev analyzes outreach messages to identify signals that lead to booked demos, improving campaign performance.
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fatwang2
A source-backed Jev project directory with a reusable Jev-only GitHub review workflow.
JEVLAB ART
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Matthew Berman
Jev analyzes 724 live ads from 37 brands in 40 seconds, breaking down their elements and formats.
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Kush Bhuwalka
A developer project for agent classification and selective reading using an agent plugin and MCP tool.
JEVLAB ART
Source-linked curation
Higgsfield AI
A process using Jev to filter and select assets, then generate ad creatives with DeepSeek and Higgsfield.
Source-linked curation
1 clicks / 7d
Daniiar Abdiev
A community post describing a robot arm controlled by Jev, using cameras and decision-making at two decisions per second.
JEVLAB ART
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Steve Krouse
Steve Krouse's playable 16-judgment demo and video.
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blog.lepine.pro
Jev is discussed with examples of Choice, Noul, and Score in a Python project.
JEVLAB ART
Source-linked curation
skillsagentes.com
A resource explaining Jev's functions, costs, and evaluation metrics as TypeSafe's System One model.
JEVLAB ART
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techcrunch.com
A tech publication highlights Jev as an AI model offering a cost-effective and efficient approach to software intelligence.
JEVLAB ART
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Albiona Hoti
Jev generates 100 images from sources like NASA and The Met based on a single prompt.
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sav
A community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.
Source-linked curation
AUSWAHL
ÜBERSETZT
1 clicks / 7d
typesafe-ai
Offizieller Drop-in-Ersatz für TypeSafeClient, der auf OpenAI, Anthropic und kompatible LLM-APIs zurückgreift, um Jev mit Chat-Modellen zu vergleichen.
JEVLAB ART
Source-linked curation
Adrián Mato 🐙
A gaming project enabling seamless switching between manual and AI-driven gameplay using Jev.
JEVLAB ART
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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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Leonardo Bissoli
Leonardo Bissoli apresenta decisões estruturadas com Jev, incluindo confiança, limites e exemplos de uso em aplicações.


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Tony Dinh
A Chrome extension using Jev to detect and skip YouTube sponsor segments in real-time.
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Taufique
A game integrating Jev to display real-time decision probabilities during gameplay.
JEVLAB ART
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Sawyer Hood
Jev automates the filling of prompt boxes by selecting appropriate agents, models, or computers for specific tasks.
Source-linked curation
ÜBERSETZT
Raptor
Doppelarm-Roboter, der von Jev zur Entscheidungsfindung gesteuert wird, wobei inverse Kinematik und Physik durch Code effizient verarbeitet werden.
Source-linked curation
Martijn Verbove
A tool that finds local makers using Jev, claiming high accuracy.
JEVLAB ART
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giuliosmall
Pre-alpha PostgreSQL extension for TypeSafe AI (Jev) categorical classification.
JEVLAB ART
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Hugo Duprez
A community reference describing real-time generation of game levels for game development.
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Tamir
JevForm creates adaptive forms that change based on user input meaning rather than fixed if-then logic.
Source-linked curation
Nathan Wilbanks
Automates email categorization of 63,045 emails in under 3 minutes at low cost.
JEVLAB ART
Source-linked curation
Zachi
An ad blocker extension using AI for real-time classification and removal of ads.
Source-linked curation
Hamilton Ulmer
DuckDB extension that classifies rows in CSV, Parquet, or DuckDB tables with Jev, about 10 seconds per 1,000 rows.
JEVLAB ART
Source-linked curation
borja
A community post describing an SEO audit using Jev to analyze website internal links in 45 seconds.
JEVLAB ART
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Juris
Jev from @typesafeai plays Balatro, making quick decisions on cards and gameplay within 200-500ms.
JEVLAB ART
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Hassan
A community test comparing Jev's performance against GLM 5.3 in a chess game, highlighting speed and cost efficiency.
JEVLAB ART
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Chase Lean
Jev is used to identify and flag low-quality text generated by Opus.
JEVLAB ART
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AUSWAHL
OFFIZIELL
ÜBERSETZT
Diogo Almeida
Diogo Almeida stellt Jev vor, das strukturierte Entscheidungsmodell von TypeSafe. Schauen Sie sich den Launch-Film an und erkunden Sie den ursprünglichen Thread für den Ansatz des Modells, Beispiele und die vom Autor gemeldeten Leistungen.
Source-linked curation
OFFIZIELL
TypeSafe AI
Official TypeSafe reference: Skill suggestion.
JEVLAB ART
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fabian
An experiment using Jev to transform simple English into elaborate prose in real-time during writing.
JEVLAB ART
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Mike Hostetler // Actors & Agents on the BEAM
Jido agents use Jev to make moves in Tic Tac Toe, demonstrating Jev's application in game-playing agents.
JEVLAB ART
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Hiroyuki Ota
Jev plays Puyo Puyo. A community post describing an experiment where Jev makes decisions in a game by evaluating board states and strategies.
Source-linked curation
docxology
Daf-jev: composable Python toolkit for TypeSafe's Jev (System One) decision API — question builders, confidence gates, evaluator, calibration, CLI, MCP server, agent skill.
JEVLAB ART
Source-linked curation
Elvis
Jev rapidly analyzed news articles to suggest relevant stories for brands at a low cost.
JEVLAB ART
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Mahir
A user creates music by giving real-time voice commands to Jev.
JEVLAB ART
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1 clicks / 7d
Frank-ZY-Dou
Public examples of Jev used for robot control, 3D modeling and adjacent control tasks, with sources and archived media.
JEVLAB ART
Source-linked curation
Max Blade
Jev plays Subway Surfers at superhuman speed and handles 50 games simultaneously for under a cent.
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Vishesh Baghel
A community project using Jev to customize Hacker News content preferences.
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hanz
An experiment to enable Jev to perform dogfighting, with ongoing improvements.
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Alexey (Butochnikov)
An unofficial Laravel package offering typed responses and test fakes for Jev integration.
JEVLAB ART
Source-linked curation
Shivam Chauhan
An experiment exploring Jev's ability to solve pathfinding problems compared to traditional algorithms like A*.
JEVLAB ART
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benkigera
A community post describing a game where Jev routes trains to stations in real time without a solver.
JEVLAB ART
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dev.to
A practical guide explaining the use of TypeSafe’s System One model, providing technical insights for developers.
JEVLAB ART
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vercel
Vercel's open agent framework, which ships Jev as the default evaluation model in its experimental evaluate path.
JEVLAB ART
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Marek Sotak
A tool that monitors user interactions and intervenes only when it detects confusion or difficulty, using Jev to determine appropriate responses.
Source-linked curation
Idan Levin
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.
JEVLAB ART
Source-linked curation