A FIELD GUIDE TO JEV / VOL. 01
รวมโปรเจกต์จริง คู่มือใช้งาน และไอเดีย Jev จากทั่วอินเทอร์เน็ต
Diogo Almeida@CompleteSkepticLAUNCH POSTDiogo 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 AI@typesafeaiOFFICIALTypeSafe 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 useดูโปรเจกต์ ↗TypeSafe AI@typesafeaiOFFICIALTypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
TypeSafe AI@typesafeaiOFFICIALTypeSafe 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 everyoneดูโปรเจกต์ ↗Four official signals. A fresh starting point on each visit.
349 แหล่งข้อมูล
AI-assisted summaries and translations. Check original sources for context and performance claims.
Nick KhamiA demo showing how to make open source models behave like Jev using inference engineering and scoring endpoints for decision-making.
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Peter WangX timeline labeler. A community post describing a Chrome extension that categorizes X posts into types like engagement bait or promo.
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x.comJev differs from LLMs by evaluating predefined decisions directly, enabling parallel processing of independent questions.
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Farouq AldoriA tool that automatically locates and retrieves invoices from any website using Jev's capabilities.
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aresA claim about Jev's capability to process large volumes of ad data quickly, described as a market disruption.
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A community post about using an agent for autonomous Pokémon shiny hunting with automated resets and checks.
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x.comJev is a System One model on OpenRouter that provides decisions with probabilities.
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Niaz MorshedAn experimental local-first plugin for coding agents that uses Jev to provide quality feedback during development.
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A tool that finds local makers using Jev, claiming high accuracy.
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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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Ilias IsmMoved hard-coded rules to Jev for faster AI processing and reduced costs in projects like aiseotracker and linkdr.
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trouA tool that processes trading signals to generate intelligent decisions, enhancing system responsiveness.
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AbolA demonstration where Jev was given $10,000 to trade.
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Jev is used in mobile end-to-end testing with improved efficiency.
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RaZaanA Chrome extension enabling agents to browse and interact with websites, utilizing Jev for decision-making.
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Nikunj KothariA task using Jev to score 3,000 kids' snacks with multiple criteria in 28 seconds.
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Using Jev for real-time control of a robot arm in MuJoCo, with a two-step decision process for actions and movements.
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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 user creates music by giving real-time voice commands to Jev.
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Vishesh BaghelA community project using Jev to customize Hacker News content preferences.
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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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savA community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.
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SabrinaA demonstration of Jev's capability to quickly categorize a large volume of Hacker News posts.
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AnushaA 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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OpenRouterJev demonstrated over 5x faster performance than other models in testing.
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A community project uses Jev to detect AI-generated text, providing real-time sentence-by-sentence analysis.
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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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Jev on Sol. A community post describing an experiment where Jev analyzes Solana blockchain data in real time.
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AteeqA log analysis tool that groups 22.8M lines into patterns and uses Jev to review key patterns.
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Jason LuA tool that improves end-to-end testing efficiency, completing tasks faster and cheaper than other models.
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Raihan KhanA 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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Jev plays Tetris by making real-time decisions to move blocks.
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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 is used to predict human moves in a rock-paper-scissors game.
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A Chrome extension using Jev to filter out AI-generated content from YouTube, caching results for efficiency.
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appcypherAn experimental game where Jev AI generates multiple timelines to keep Mario alive through decision branching.
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Using Jev to create Clay workflows instantly, leveraging its capabilities for rapid development.
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A chess experiment where Jev V13 makes decisions against advanced language models.
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x.comA community post describes a plugin that manages agent context by analyzing and pruning unnecessary data, available in Spanish.
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Screens 360 resumes in 24.2 seconds with low cost and automated scoring.
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A Jev-powered system that analyzes PDFs page by page to determine which require OCR processing.
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Zahle KhanA community post introducing Jev board, a tool for ambient intelligence interfaces using fast, reliable models.
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AI Builder ClubJev-browser enables agents to perform web tasks by automatically opening websites and making click decisions based on screen content.
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DuncanEphraim Duncan's demo where Jev decides which model should serve a request.
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OskarFramework for running end-to-end tests with agents using Jev.
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Nader DabitJev powers a predictive launcher that anticipates user intent based on typing patterns.
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x.comJev enables flexible, type-safe classification as a fundamental programming primitive.
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Vincent Wang-MaścianicaA community project for training a Jev-like architecture using a reverse-engineered model.
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Hamed ValigholizadehA community post showcasing Jev's ability to rank exam questions by likelihood of appearing on real tests within 80 seconds.
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gokaygokayA 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 decide which AI model to use before generating output, based on prompt and quality requirements.
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Detects low-quality content in real-time as users scroll.
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Joao BortottiJev controls live 3D character expressions with real-time decision-making.
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RomànA community post demonstrating Jev's ability to score 700 leads and predict outreach message performance in 40 seconds.
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ZachiA PostgreSQL extension enabling natural language queries across databases.
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CJ (Coding Garden)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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x.comA collection of notable Jev projects shared on X, highlighting various applications and experiments.
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A prototype that classifies symptoms and updates diagnoses using medical ontologies during live clinical consultations.
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An experiment exploring Jev's ability to solve pathfinding problems compared to traditional algorithms like A*.
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Eugene CheahOpen-source library converting Hugging Face models into Jev-style endpoints for broader accessibility.
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x.comA community experiment using Jev as a plugin in Claude to reduce unnecessary tool calls, cutting token count from 1M to 86K.
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Ian NuttallA community experiment using Jev to analyze social media posts and determine effective content strategies.
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An experiment using Jev to enhance search functionality with intent recognition for improved user experience.
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Jev evaluates the pacing of a frontier-AI essay written by @DarioAmodei.
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Jev generates piano music by selecting notes and chords based on input sequences.
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A stock evaluation tool using Jev for fast market analysis.
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A tool developed using Jev to create a voice builder for Youform, noted for its speed.
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An open-source project that helps select relevant Claude Code skills by prioritizing frequently used ones through Jev integration.
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A live Bluesky feed with real-time emotion detection and user avatar matching.
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Florian DarromanA challenge where 100 builders used Jev and Fable 5.1 to create a post scheduler, highlighting Jev's speed.
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A developer created an instant calorie tracking app using Jev for quick responses.
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Idan LevinJev 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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