Jev opens to everyone
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 everyoneVedi progetto ↗A FIELD GUIDE TO JEV / VOL. 01
Il meglio di Jev: progetti reali, guide pratiche e idee da tutto il web.
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 everyoneVedi progetto ↗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 useVedi progetto ↗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.
Four official signals. A fresh starting point on each visit.
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AI-assisted summaries and translations. Check original sources for context and performance claims.
Framework for running end-to-end tests with agents using Jev.
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Agentcard integrates Jev and Kernel to enable secure and efficient online shopping by agents, avoiding token costs and safety issues.
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Jev plays Subway Surfers at superhuman speed and handles 50 games simultaneously for under a cent.
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Explains Jev's role in automating decision-making processes and enabling new business models through efficient task sorting and classification.
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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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Utilizes Jev as a decision engine to manage and coordinate multiple bot agents for complex tasks.
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A community post describing a robot arm controlled by Jev, using cameras and decision-making at two decisions per second.
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An experiment to enable Jev to perform dogfighting, with ongoing improvements.
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Aaron Levin: 155x cheaper than Opus 5, about 20x faster, and it generalizes across operating systems.
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A real-time tool to analyze and categorize tweets for viral potential.
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A Chrome Dino game implementation where Jev provides real-time decision scores.
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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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A user creates music by giving real-time voice commands to Jev.
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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 everyoneVedi progetto ↗Source-linked curation
A community post about using Jev to efficiently crawl job listings from company websites, significantly reducing time compared to an LLM.
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A community post describing 500 real-time agents operating in a 3D environment with notable performance metrics.
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Jev integrates with Cal.com to quickly find team scheduling overlaps.
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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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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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A voice-controlled interface for Figma utilizing Jev, demonstrating low-cost AI integration for design tools.
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A community project describes an agent system that uses Jev to route requests to appropriate models.
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A plugin integrates Jev with a browser in Cline, enabling it to perform web-based tasks through a desktop application.
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Jev demonstrates real-time decision-making in the game Doom, making moves up to ten times per second.
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A community project embedding three Jev-powered bots into a first-person shooter game.
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A game integrating Jev to display real-time decision probabilities during gameplay.
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Jev rapidly analyzed news articles to suggest relevant stories for brands at a low cost.
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A community post discussing Jev's use in enforcing coding rules that linters cannot handle.
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Jido agents use Jev to make moves in Tic Tac Toe, demonstrating Jev's application in game-playing agents.
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A tool that interprets spreadsheet intent rather than just recalculating numbers, providing rapid contextual analysis.
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Jev evaluates the pacing of a frontier-AI essay written by @DarioAmodei.
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A tool that scores video ad shots in 1.5 seconds using Maxfusion and Jev, processing over 450 ads in under three minutes.
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Jev enables natural language search for Zillow listings, classifying properties by non-standard filters.
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A tool for instant field mapping between templates and data sources, simplifying data alignment with one-click functionality.
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Jev analyzes session replays to identify issues and generate bug fix PRs at low cost.
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A process using Jev to filter and select assets, then generate ad creatives with DeepSeek and Higgsfield.
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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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A community post about humor management on a social platform.
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Observe the accessibility tree, Jev chooses the next action, Stagehand executes.
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Jev semantically formats spreadsheets instantly, with suggestions for integration into other platforms.
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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.
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Jev converts websites into native mobile apps by deciding the optimal build process and handling app store submissions.
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A community post compares Jev's performance to Astra in gaming scenarios, highlighting its unique approach.
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A collection of 19 open-source projects using Jev technology for various applications including AI agents and game interactions.
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A project using Jev for skill routing in an agent system, based on community development.
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A creative project using Jev and other tools to generate digital art, specifically a painting of the Golden Gate Bridge.
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A community post presents a codebase complexity classifier using Jev, aiming to address overengineered code.
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A community example demonstrating how Jev can classify company invoices into accounting categories rapidly.
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A tool built on Jev that identifies programming languages, colors code, and checks lint rules.
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Jev handles seven SEO and GEO workflows, including competitor page analysis, citation likelihood, and content optimization.
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A massively parallel browser-based adversarial testing suite for evaluating releases, costing pennies.
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A community post about using Jev for incident triage in Box, returning boolean results with probabilities.
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Jev controls live 3D character expressions with real-time decision-making.
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An experiment using Jev to enhance search functionality with intent recognition for improved user experience.
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Jev is used in mobile end-to-end testing with improved efficiency.
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Classifies tax documents using an LLM pipeline for efficient processing.
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Jev conducts a sentiment-based stock market analysis for the Danish market in 2025, using diverse data sources with low cost.
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Jev filters social media posts to reduce negative content exposure by categorizing them.
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A system enabling rapid agent deployment on digital canvases without relying on slow LLM processes.
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A tool that provides quick actions based on clipboard content, specifically for macOS.
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Jev migliora l'efficienza della pipeline di sicurezza, offrendo una riduzione dei costi del 5x e un elaborazione più rapida mantenendo una maggiore accuratezza rispetto a modelli più piccoli.

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Jev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
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Utilizes Jev for quick coaching support and detecting and fixing slop during sessions.
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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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An agent plugin using Jev to determine optimal points for session compaction, improving efficiency in context management.
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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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Agent makes rapid shopping decisions using Ego Lite and Jev. Completes 20 product evaluations in under 4 seconds.
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A game where Jev makes decisions to keep a city on a whale alive, integrated with GPT-6 Astra and H3 Max.
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Uses Jev to play Pokémon Showdown with mixed results, demonstrating its decision-making capabilities in a game context.
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A tool that processes trading signals to generate intelligent decisions, enhancing system responsiveness.
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A community tool that filters work-in-progress todos based on semantic meaning, not just keywords.
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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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A community experiment using Jev to analyze social media posts and determine effective content strategies.
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