TypeSafe steps out of stealth
TypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
A FIELD GUIDE TO JEV / VOL. 01
Лучшее о Jev: реальные проекты, практические руководства и идеи со всего интернета.
TypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
Diogo Almeida introduces Jev, TypeSafe’s structured decision model. Watch the launch film and explore the original thread for the model’s approach, examples and author-reported performance.
TypeSafe highlights Jev’s typed-output approach: applications provide state and questions, then act on probabilities, choices or scores. The linked announcement also covers the Venice API integration.
x.comAnswers your code can useПодробнее о проекте ↗TypeSafe announces public access to Jev without a waiting list. The official console is the starting point for trying typed decisions in your own application.
x.comJev opens to everyoneПодробнее о проекте ↗Four official signals. A fresh starting point on each visit.
112 материалов
AI-assisted summaries and translations. Check original sources for context and performance claims.
Эксперимент, объединяющий JSON-рендеринг с Jev для создания мгновенных генеративных пользовательских интерфейсов для быстрого рендеринга компонентов и систем дизайна.
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Демонстрация поиска рейсов Грегора Зуника с динамическим пространством действий DOM.
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Планировщик запросов на основе Jev, оптимизирующий производительность Postgres, повышающий скорость на 12% в тестах порядка соединений.
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A local Jev model for processing tasks with potential for improved speed.
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A dynamic form tool using Jev for conditional logic, built with Vercel JSON-render.
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A predictive app launcher using Jev to interpret user intent and enhance app discovery.
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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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Jev's effectiveness in performing intent-based search within Gmail.
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Jev offers versatile use cases, with a community post suggesting potential for rapid SaaS growth.
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Jev autonomously controls multiple characters in a video game with rapid decision-making.
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A tool that identifies App Store keywords by analyzing competitors and using Jev to filter relevant terms.
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A community tool utilizing Jev to filter out unwanted reply-guy comments on platforms.
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A tool developed using Jev to create a voice builder for Youform, noted for its speed.
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Compact version of Jev that generates full probability distributions in a single forward pass.
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A community tool allowing Jev to make decisions through command-line interactions for agent systems.

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A tool using Jev to make copy-paste interactions smarter by deciding content based on context.
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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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Jev is used in mobile end-to-end testing with improved efficiency.
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A challenge where 100 builders used Jev and Fable 5.1 to create a post scheduler, highlighting Jev's speed.
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A collection of notable Jev projects shared on X, highlighting various applications and experiments.
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A community tool that filters work-in-progress todos based on semantic meaning, not just keywords.
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A tool for calibrating Jev's confidence thresholds, presented as an open-source solution.
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A tool that finds local makers using Jev, claiming high accuracy.
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A community post discussing a system where Jev acts as a quality gate for drafts, though it faced issues with communication.
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Jev semantically formats spreadsheets instantly, with suggestions for integration into other platforms.
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Jev integrates with Cal.com to quickly find team scheduling overlaps.
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A community post about rebuilding the X algorithm with Jev to simulate post virality and global feed.
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JevForm creates adaptive forms that change based on user input meaning rather than fixed if-then logic.
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Voice command integration for the Autumn billing dashboard to streamline tasks.
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An MLP trained on Qwen 4B that functions similarly to Jev, offering a typesafe alternative.
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A community post describing control of a simulated fly.
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Integrates Jev into apps for smart autofill features improving user experience.
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Jev is presented as a language generation tool in a community post, challenging perceptions about its capabilities.
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Utilizes Jev for quick coaching support and detecting and fixing slop during sessions.
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Jev повышает эффективность безопасности, предлагая снижение затрат в 5 раз и более быструю обработку при сохранении более высокой точности, чем у меньших моделей.

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A demo project enabling voice commands for Fusion 360, where Jev identifies if speech is a command or casual talk.
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Jev analyzes session replays to identify issues and generate bug fix PRs at low cost.
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A community post confirming Jev's capability to generate text, responding to a claim that it cannot.

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Jev powers a predictive launcher that anticipates user intent based on typing patterns.
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Jev predicts upcoming shell commands by analyzing historical command data.
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An always-on assistant built with Jev that operates without a wake word, using probability to distinguish user intent.
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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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askjev.ai. A community post describing a platform where users can ask questions to Jev, which provides judgments rather than direct answers.
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A community project for training a Jev-like architecture using a reverse-engineered model.
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A community post describing adaptive in-app support using Jev to provide real-time assistance based on user struggles.
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Jev is used to identify and flag low-quality text generated by Opus.
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Demonstration of Jev's capability for rapid variable generation in development workflows.
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A macOS app that automatically organizes downloaded files using rules.
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An experiment exploring Jev's ability to solve pathfinding problems compared to traditional algorithms like A*.
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Creates a dynamic audience of 100 simulated personalities that respond individually to user input using Jev.
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A system that generates text one character at a time using Jev, employing a classifier in an autoregressive loop.
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Racing UI wired to Jev driving decisions.
x.comConsoleChaosRacing driven by JevПодробнее о проекте ↗Source-linked curation
A browser-based search tool that uses a 27K-parameter model to parse queries with Jev's assistance.
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A logic interpreter uses plain English to enable Jev to perform reasoning tasks it cannot handle alone.
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Jev model demonstrates fast decision-making in a strategy game. Achieves high-speed gameplay with minimal visual feedback.
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A community post explores Jev's decision-making in ethical scenarios, comparing different approaches.
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A tool that analyzes public PR links to determine if they are safe to merge or need review, using Jev's capabilities.
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A developer created an instant calorie tracking app using Jev for quick responses.
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A community reference exploring how Jev perceives toxic content, with limited detailed analysis.
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A tool using Jev to efficiently evaluate content by producing probabilities instead of text, faster and cheaper than traditional models.
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A tool that monitors user interactions and intervenes only when it detects confusion or difficulty, using Jev to determine appropriate responses.
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Jev attempted to draw on a pixel canvas but failed to produce recognizable output, indicating limitations in its generative capabilities.
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An experimental tool using Jev to lint Supabase Row Level Security policies.
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Hemant Kumar on his 151M ModernBERT reproduction: 0.83% adaptive calibration error, 3.0% of predictions flip when the option list is reversed, 35.6ms on CPU, with the failed use cases reported alongside the wins.
x.comVerdict (Open-jev) launch threadПодробнее о проекте ↗Source-linked curation
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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A guide for installing Jev skills, highlighting its potential to replace traditional LLM usage.
x.comGetting started: install the skillПодробнее о проекте ↗Source-linked curation
A free AI tool built on Jev that quickly scans text for low-quality content, processing around 10,000 words in 2 seconds.
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Using Jev to create Clay workflows instantly, leveraging its capabilities for rapid development.
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A tool that provides quick actions based on clipboard content, specifically for macOS.
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A speech analysis tool that evaluates 30-second speeches for pauses, filler words, and confidence, providing feedback for improvement.
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Observe the accessibility tree, Jev chooses the next action, Stagehand executes.
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Testing Jev's performance in automating Android end-to-end tests, showing faster results compared to other tools.
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