A FIELD GUIDE TO JEV / VOL. 01
The best of Jev. Real projects, practical guides and ideas from across the internet.
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 everyoneExplore this project ↗
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 useExplore this project ↗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.
Four official signals. A fresh starting point on each visit.
349 resources
AI-assisted summaries and translations. Check original sources for context and performance claims.
A community tool leverages Jev to identify relevant X discussions for business outreach.
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Jev integrates with Cal.com to quickly find team scheduling overlaps.
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Wayne Suttonaskjev.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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AnshuA project exploring pixel-level image generation through parallel decision-making processes.
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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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Milind SA system using Jev to interact with computer interfaces without screenshots, relying on local CoreML models and OCR.
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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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SachinA community post exploring Jev's behavior in a game of Catan, where multiple Jevs struggle with negotiation.
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Jev generates piano music by selecting notes and chords based on input sequences.
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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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trouA tool that processes trading signals to generate intelligent decisions, enhancing system responsiveness.
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Jev integrates into a recommendation engine, providing 70+ personalized suggestions per user at 0.0019$ per user.
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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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savA community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.
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Jev labels category, urgency, and human-versus-auto handling for support tickets.
x.comSupport ticket classifierExplore this project ↗Source-linked curation
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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Riley BrownA real-time tool to analyze and categorize tweets for viral potential.
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x.comJev is integrated with Cloudflare AI Gateway to provide structured answers to typed questions.
x.comJev on Cloudflare AI GatewayExplore this project ↗Source-linked curation
A massively parallel browser-based adversarial testing suite for evaluating releases, costing pennies.
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A social media feed optimized using user bookmarks and Jev's analysis.
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Daniel ChJev converts websites into native mobile apps by deciding the optimal build process and handling app store submissions.
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Screens 360 resumes in 24.2 seconds with low cost and automated scoring.
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A Chrome Dino game implementation where Jev provides real-time decision scores.
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x.comJev differs from LLMs by evaluating predefined decisions directly, enabling parallel processing of independent questions.
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YumA community post detailing a dashboard that classifies X posts across eight dimensions using Jev for content research.
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Nader DabitJev powers a predictive launcher that anticipates user intent based on typing patterns.
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x.comA community post listing Chinese open-source Jev clones with technical specifications.
x.comFive open Jev replicas, in ChineseExplore this project ↗Source-linked curation
Integrates Jev into apps for smart autofill features improving user experience.
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A community post describing an autonomous driving system using Jev to process real-time environmental data.
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A community project exploring Jev's potential to evaluate agent progress beyond basic trace data.
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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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Ilias IsmMoved hard-coded rules to Jev for faster AI processing and reduced costs in projects like aiseotracker and linkdr.
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Uses Jev to conduct a musical orchestra in real time through a demonstration project.
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Alan DaitchJev AI plays Tetris at high speed, completing 357 pieces and 134 lines in 2 minutes. Demonstrates rapid decision-making capabilities.
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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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aniolA speech analysis tool that evaluates 30-second speeches for pauses, filler words, and confidence, providing feedback for improvement.
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A Rubik's Cube that uses Jev AI to solve itself using a human-like method rather than optimal algorithms.
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A 2-minute song composed by Jev-thoven using first principles.
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omar ✌️A system that quickly captures user interface flows on demand, enabled by Jev's fast processing capabilities.
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Chandramouly KandacharJev controls both hands and fingers to play piano in real-time based on visual input.
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Page-level demo where Jev picks which candidate link to click toward a goal.
x.comWiki-link clicker demoExplore this project ↗Source-linked curation
KaiA 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 about using Jev for incident triage in Box, returning boolean results with probabilities.
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Robert YangJev semantically formats spreadsheets instantly, with suggestions for integration into other platforms.
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A community reference exploring how Jev perceives toxic content, with limited detailed analysis.
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vogelA system tested on 1,500 emails for classification effectiveness. Demonstrates potential for automated email management.
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Ian NuttallA community experiment using Jev to analyze social media posts and determine effective content strategies.
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A community post about humor management on a social platform.
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Hiroyuki OtaJev 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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AteeqA log analysis tool that groups 22.8M lines into patterns and uses Jev to review key patterns.
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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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Jev AI performs quality checks on action labels for physical AI training data at high speed.
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Jev analyzes session replays to identify issues and generate bug fix PRs at low cost.
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A browser-based search tool that uses a 27K-parameter model to parse queries with Jev's assistance.
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Milind SoniOpen-source AI-driven pointer companion for Mac, using Jev or Gemini Live to control the cursor with local processing.
x.comTipTourExplore this project ↗Source-linked curation
t0t0Jev monitors 25 WhatsApp customer groups in real time, alerting an LLM only when urgent issues arise.
x.comWatching 25 customer groups on WhatsAppExplore this project ↗Source-linked curation
Uses Jev for real-time voice commands to control a browser, processing speech to actions in 300ms with low cost.
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A tool that provides quick actions based on clipboard content, specifically for macOS.
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A live Bluesky feed with real-time emotion detection and user avatar matching.
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OpenRouterJev demonstrated over 5x faster performance than other models in testing.
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x.comExplains Jev's advantages over older LLMs in decision-making and building.
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Jev rapidly analyzed news articles to suggest relevant stories for brands at a low cost.
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ZachiA PostgreSQL extension enabling natural language queries across databases.
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A voice-controlled interface for Figma utilizing Jev, demonstrating low-cost AI integration for design tools.
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Marcus LoweA tool using Jev to make copy-paste interactions smarter by deciding content based on context.
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Aditya SinghA demo project enabling voice commands for Fusion 360, where Jev identifies if speech is a command or casual talk.
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Using Jev to create Clay workflows instantly, leveraging its capabilities for rapid development.
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An experiment using Jev to enhance search functionality with intent recognition for improved user experience.
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Jev plays Tetris by making real-time decisions to move blocks.
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nader dabitJev's effectiveness in performing intent-based search within Gmail.
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x.comA community post suggesting Jev could serve as a fast, low-cost control layer for AI agents.
x.comGiving your agents a decision brainExplore this project ↗Source-linked curation
A developer created an instant calorie tracking app using Jev for quick responses.
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4 HIGHLIGHTS
Markets & experiments
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Tools & apps
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