AI-assisted summaries and translations. Check original sources for context and performance claims.
x.com
Explains Jev's advantages over older LLMs in decision-making and building.
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TypeSafe AI
TypeSafe met en avant l'approche de sortie typée de Jev : les applications fournissent l'état et les questions, puis agissent sur les probabilités, les choix ou les scores. L'annonce liée couvre également l'intégration de l'API Venice.
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Jev PASSFIT 79%CAT 72%
nader dabit
A tool that interprets spreadsheet intent rather than just recalculating numbers, providing rapid contextual analysis.
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Ian Nuttall
Using Jev on Cloudflare Workers to improve search and content tagging efficiency on keep.md.

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Pratim Bhosale
An experiment using Jev to interpret voice commands and trigger tool actions before the user finishes speaking.

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SuperTurbo
A project comparing Jev's performance against chat models in analyzing Fed press conferences.

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Konstantinos Botonakis
A Codex plugin that uses Jev to streamline and reduce excessive tool outputs.

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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.
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madewithjev.com
A resource explaining Jev's capabilities, limitations, and applications as a System One model.

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Eric Zhang
A Jev-compatible public API using an open model for fast parallel processing.
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Anas Khan
Pokémon FireRed Elite Four run. A community post describing an experiment where Jev successfully completed a game with low-cost resources.

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Orus Agent
Orus uses Jev to review and approve trade strategies before execution, enhancing decision-making with structured answers.

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wang2
A GitHub Action using Jev for automated PR triage and classification.

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Joao Bortotti
Jev controls live 3D character expressions with real-time decision-making.
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usenotra
Marketing analytics platform whose feature flag routes brand-visibility classifiers off an LLM and onto Jev boolean decisions.

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jkudish
Proof of concept MCP for Typesafe's new Jev AI model.

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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.

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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.

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Eugene Cheah
Open-source library converting Hugging Face models into Jev-style endpoints for broader accessibility.
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brnyxx
Browser use for coding agents, 3-5x faster than browser-use. MCP server + CLI; TypeSafe Jev decides every step in ~300 ms.

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choxos
Data extraction for systematic reviews, quoted from the papers. Ask a trial report and its supplements your extraction form or a RoB 2, ROBINS-I, QUADAS-2 or TIDieR template; Jev points at the lines, every answer is a verbatim quote with its page, you check it and export the table. Files stay in your browser.

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Cris Lenta
A community post describing 500 real-time agents operating in a 3D environment with notable performance metrics.

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

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Hitakshi Arora
An agent system that makes one Jev decision per computational step.

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Kaushik
A community project exploring Jev's potential to evaluate agent progress beyond basic trace data.

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Krzysztof
A community post suggesting Jev can be hired as a QA tester through @typesafeai.

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Oskar
Framework for running end-to-end tests with agents using Jev.
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ikermoel
Open alternative to Jev: typed, calibrated decisions from any open-weights LLM in one forward pass (HF + vLLM), with benchmarks.

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Val Alexander
A developer project offering 110 interactive use cases, games, and scenarios with editable prompts.

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Kevin Kern
Testing Jev's performance in automating Android end-to-end tests, showing faster results compared to other tools.

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Sim Audience
A community post describes an A/B test using Jev to analyze 4,000 demographic profiles, demonstrating its speed in processing and evaluating content.
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Nakshatra Saxena
Classifies tax documents using an LLM pipeline for efficient processing.

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x.com
Testing Jev as a search reranker shows limited improvement over vector retrieval, with mixed results depending on evaluation methods.
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1jehuang
Semantic GitHub PR labels using Jev's typed decisions, with conceptual scope instead of line counts.

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Diogo Almeida
Diogo Almeida présente Jev, le modèle de décision structuré de TypeSafe. Regardez le film de lancement et explorez le fil original pour découvrir l'approche du modèle, des exemples et les performances rapportées par l'auteur.
Jev HOLDFIT 92%CAT 53%
Fayaz Ahmed
An image classifier using OCR and Jev processes 900 images in 40 seconds.
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Paolo Rosson
A social media feed optimized using user bookmarks and Jev's analysis.

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

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www.youtube.com
Jev processes natural language with structured outputs and confidence levels, but it is not a traditional large language model.
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Alan Daitch
Jev AI plays Tetris at high speed, completing 357 pieces and 134 lines in 2 minutes. Demonstrates rapid decision-making capabilities.
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Clownware
An agent project that enforces policies by judging Claude Code tool calls.

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Ying-Kai-Liao
Browser automation where an LLM plans and Jev (Typesafe System One) decides. Library, CLI and MCP server.

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Ably Labs
Game where Jev competes against LLMs in Pong.

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Abid A Gafoor
A Mac voice diary tool that uses Jev for sorting and integrates with Notion.

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borja
A community post describing an SEO audit using Jev to analyze website internal links in 45 seconds.

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Vincent Wang-Maścianica
A community project for training a Jev-like architecture using a reverse-engineered model.

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archerhume.com
A guide exploring Jev's architecture through 10,000 API calls.

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Anusha
A tool that uses Jev to quickly decide on GitHub PR approvals by analyzing CI, diff size, and reviews in 200 ms.
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Eric Nowoslawski
Using Jev to create Clay workflows instantly, leveraging its capabilities for rapid development.

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shiftynick
Agent-ergonomic CLI for TypeSafe's Jev: fast calibrated judgments (pick, rate, check, rank, triage, guard) from the shell.

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

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trou
A tool that processes trading signals to generate intelligent decisions, enhancing system responsiveness.
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Romàn
A community post demonstrating Jev's ability to score 700 leads and predict outreach message performance in 40 seconds.
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Robert Yang
Jev semantically formats spreadsheets instantly, with suggestions for integration into other platforms.
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Elvis
Jev rapidly analyzed news articles to suggest relevant stories for brands at a low cost.

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

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skillsagentes.com
A resource explaining Jev's functions, costs, and evaluation metrics as TypeSafe's System One model.

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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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awesomejev.com
Directory of Jev-based projects including repositories, SDKs, and benchmarks.

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Peter Wang
X timeline labeler. A community post describing a Chrome extension that categorizes X posts into types like engagement bait or promo.
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Marcel Pociot 🧪
A macOS app that automatically organizes downloaded files using rules.
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github.com
Runnable Jev examples through OpenRouter for immediate implementation.

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compozy
Context-pruning proxy for Claude Code and Codex: Jev judges which history is still needed, measured not claimed. POC here now, heading soon into https://github.com/compozy/compozy.

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sav
A community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.
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kshetrajna12
A small open decision model: state + typed questions -> calibrated probabilities. A Jev / System One re-creation on Qwen3.5.

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AI Builder Club
Jev-browser enables agents to perform web tasks by automatically opening websites and making click decisions based on screen content.
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unicodeveloper
Everyday Stocks Status with Jev.

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

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Zaious
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。

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www.youtube.com
Tutorial covers API setup and building prototypes with Jev and LLMs.
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www.youtube.com
Jev is demonstrated as a classification model with practical examples.
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