The Jev launch post
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.
A FIELD GUIDE TO JEV / VOL. 01
Das Beste von Jev: echte Projekte, praktische Anleitungen und Ideen aus dem Netz.
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’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
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 useProjekt ansehen ↗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 everyoneProjekt ansehen ↗Four official signals. A fresh starting point on each visit.
349 Ressourcen
AI-assisted summaries and translations. Check original sources for context and performance claims.
A community post describing an autonomous driving system using Jev to process real-time environmental data.
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Demonstration of Jev's capability for rapid variable generation in development workflows.
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A Jev-powered system that analyzes PDFs page by page to determine which require OCR processing.
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A community reference describing real-time generation of game levels for game development.
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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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A community project embedding three Jev-powered bots into a first-person shooter game.
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Jev handles seven SEO and GEO workflows, including competitor page analysis, citation likelihood, and content optimization.
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Screens 360 resumes in 24.2 seconds with low cost and automated scoring.
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An experiment using Jev to interpret voice commands and trigger tool actions before the user finishes speaking.
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A project using Jev to enable fast voice-controlled interactions with a Mac computer.
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A tool that interprets spreadsheet intent rather than just recalculating numbers, providing rapid contextual analysis.
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A chat bot using Jev without a large language model, providing instant responses by integrating web search, Wikipedia, weather, and other tools.
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Jev is used to predict human moves in a rock-paper-scissors game.
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A 4-minute video explaining what Jev is and its limitations.
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A community project showcasing Jev's potential through a competitive snake game where two Jev instances battle for victory.
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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 useProjekt ansehen ↗Source-linked curation
A Chrome extension enabling agents to browse and interact with websites, utilizing Jev for decision-making.
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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 plays Subway Surfers at superhuman speed and handles 50 games simultaneously for under a cent.
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Jev rapidly analyzes 700 live ads in 40 seconds for marketing insights at low cost.
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A community tool that filters work-in-progress todos based on semantic meaning, not just keywords.
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Real-time League of Legends win-probability overlay using Jev to analyze game state and predict outcomes.
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An experimental trading system using defined rules and Jev for decision-making.
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A community-developed resource for analyzing and improving fighting techniques through Jev's capabilities.
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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.
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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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A MakerMods robot arm is demonstrated within the MuJoCo simulation environment, showing interaction through JSON state inputs and action selections.
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A demo showing how to make open source models behave like Jev using inference engineering and scoring endpoints for decision-making.
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A tool that uses Jev to convert pointing and speech into drawing actions on a canvas.
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An experimental local-first plugin for coding agents that uses Jev to provide quality feedback during development.
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Jev autonomously controls multiple characters in a video game with rapid decision-making.
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Orus uses Jev to review and approve trade strategies before execution, enhancing decision-making with structured answers.
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Jev is used in mobile end-to-end testing with improved efficiency.
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A system using Jev to interact with computer interfaces without screenshots, relying on local CoreML models and OCR.
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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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Jev plays Puyo Puyo. A community post describing an experiment where Jev makes decisions in a game by evaluating board states and strategies.
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A project exploring pixel-level image generation through parallel decision-making processes.
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Tool for systematic reviewers to extract information from research articles efficiently.
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A community post presents a codebase complexity classifier using Jev, aiming to address overengineered code.
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Jev-browser enables agents to perform web tasks by automatically opening websites and making click decisions based on screen content.
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A community post about improving a Slack agent's speed using Jev for faster skill and tool classification.
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A setup using Jev and GrokBot to route AI agent tasks efficiently, reducing costs and execution time with a seven-step configuration process.
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A gaming project enabling seamless switching between manual and AI-driven gameplay using Jev.
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TypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
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Jev semantically formats spreadsheets instantly, with suggestions for integration into other platforms.
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A game integrating Jev to display real-time decision probabilities during gameplay.
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Jev analyzes session replays to identify issues and generate bug fix PRs at low cost.
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Jev automates browser tasks by selecting actions from a dynamic action space.
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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 tool leverages Jev to identify relevant X discussions for business outreach.
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A demonstration of Jev competing against OpenJev in a first-person shooter game.
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An open-source model for form-filling tasks with low latency.
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An agent using headless Chromium to quickly navigate the web, demonstrated by browsing Wikipedia links efficiently.
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A content marketing tool that analyzes 12.8M viral videos to generate data-backed social media scripts.
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Testing Jev as a search reranker shows limited improvement over vector retrieval, with mixed results depending on evaluation methods.
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Classifies tax documents using an LLM pipeline for efficient processing.
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A method for expressing emotions through sound-based communication.
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Jev is used to identify and flag low-quality text generated by Opus.
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A focus group experiment using Jev to make scroll or stop decisions on ads.
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Aaron Levin: 155x cheaper than Opus 5, about 20x faster, and it generalizes across operating systems.
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Starchild uses Jev for real-time prompt classification, reducing costs by 20x and increasing speed by 6x with average processing time of 140ms.
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Detects low-quality content in real-time as users scroll.
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A community post describes Jev attempting to play Resident Evil, testing its ability to handle 3D environments, objectives, and combat scenarios.
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Jev controls both hands and fingers to play piano in real-time based on visual input.
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A community post describing a system that matches one candidate to 400 companies with a confidence score in 12 seconds.
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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 community post describing an SEO audit using Jev to analyze website internal links in 45 seconds.
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A free open-source search tool powered by Jev and a search API for plain language queries.
x.comJev SearchProjekt ansehen ↗Source-linked curation
Agent automates second-hand product search and decision-making. Processes 26 listings per minute with fast evaluation times.
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Two decision channels on ViZDoom, navigation at 5 Hz and combat at 12 Hz, with an 18-kill test run.
x.comViZDoom Jev agentProjekt ansehen ↗Source-linked curation
A tool that analyzes Tetris board positions and selects optimal placements in under half a second.
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Steve Krouse's playable 16-judgment demo and video.
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