A FIELD GUIDE TO JEV / VOL. 01
The best of Jev. Real projects, practical guides and ideas from across the internet.
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 ↗
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 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 ↗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.
Faadil ShaikJev controls Super Mario Bros. using fast inference and structured outputs, demonstrating potential for real-time applications.
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Kevin GrajedaClassifier that assesses prompt difficulty in real-time, enabling fast mode for simple prompts to enhance user interaction.
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Chris TateExperiment combining JSON rendering with Jev to create instant generative user interfaces for rapid component and design system rendering.
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Nailthy TangReal-time virtual try-on experiment using Jev to select and change outfits based on user input and transcript analysis.
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Gregor ZunicGregor Zunic's flight-search demo with a dynamic DOM action space.
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Higgsfield AI 🧩Demo showing Jev selecting the most suitable AI models for video and image generation tasks on Higgsfield.
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Product and research updates.
x.com@typesafeai on XExplore this project ↗Source-linked curation
metr0xSimulation where MOSS picks up litter based on instructions, aiming to improve street cleanliness through automated decision-making.
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A Jev-based query planner optimized Postgres performance, achieving a 12% speed improvement on join order benchmarks through tuning.
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A community project using Jev to control a Tesla Full Self Driving simulator, offering a quick rebuild.
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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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An experimental tool using Jev to lint Supabase Row Level Security policies.
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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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Pierre-Eliott LallemantJev analyzes outreach messages to identify signals that lead to booked demos, improving campaign performance.
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trouA tool that processes trading signals to generate intelligent decisions, enhancing system responsiveness.
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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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Automates email categorization of 63,045 emails in under 3 minutes at low cost.
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Voice command integration for the Autumn billing dashboard to streamline tasks.
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A Chrome Dino game implementation where Jev provides real-time decision scores.
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x.comA collection of notable Jev projects shared on X, highlighting various applications and experiments.
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x.comA plugin using Jev's scoring capability to remove unnecessary terminal garbage and redundant logs, improving agent performance.
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x.comJev enables flexible, type-safe classification as a fundamental programming primitive.
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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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tamaraEnables instant compaction by scoring and filtering tool calls efficiently.
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A community-developed resource for analyzing and improving fighting techniques through Jev's capabilities.
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RaZaanA Chrome extension enabling agents to browse and interact with websites, utilizing Jev for decision-making.
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EthanJev identifies and manages marketing messages in Android notifications without content deletion.
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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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CuaAn open-source model for form-filling tasks with low latency.
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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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A tool developed using Jev to create a voice builder for Youform, noted for its speed.
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A game integrating Jev to display real-time decision probabilities during gameplay.
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John YeoA community post about improving a Slack agent's speed using Jev for faster skill and tool classification.
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Max BladeAn always-on assistant built with Jev that operates without a wake word, using probability to distinguish user intent.
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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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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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Jev evaluates the pacing of a frontier-AI essay written by @DarioAmodei.
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A community post explores Jev's decision-making in ethical scenarios, comparing different approaches.
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Matthew BermanJev analyzes 724 live ads from 37 brands in 40 seconds, breaking down their elements and formats.
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Eugene CheahOpen-source library converting Hugging Face models into Jev-style endpoints for broader accessibility.
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vogelA system tested on 1,500 emails for classification effectiveness. Demonstrates potential for automated email management.
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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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x.comExplains Jev's role in automating decision-making processes and enabling new business models through efficient task sorting and classification.
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TypeSafe AIJev demonstrates real-time decision-making in the game Doom, making moves up to ten times per second.
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A community reference exploring how Jev perceives toxic content, with limited detailed analysis.
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OpenRouterJev demonstrated over 5x faster performance than other models in testing.
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A tool for calibrating Jev's confidence thresholds, presented as an open-source solution.
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A drone navigation experiment where Jev makes real-time decisions to avoid obstacles in an asteroid field.
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Rob HallamJev filters social media posts to reduce negative content exposure by categorizing them.
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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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An experiment using Jev to enhance search functionality with intent recognition for improved user experience.
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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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Higgsfield AIA process using Jev to filter and select assets, then generate ad creatives with DeepSeek and Higgsfield.
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ZachiA PostgreSQL extension enabling natural language queries across databases.
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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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A community post describing a game where Jev routes trains to stations in real time without a solver.
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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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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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Jason LuA tool that improves end-to-end testing efficiency, completing tasks faster and cheaper than other models.
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A community project exploring Jev's potential to evaluate agent progress beyond basic trace data.
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An experimental trading system using defined rules and Jev for decision-making.
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Justine MooreJev enables natural language search for Zillow listings, classifying properties by non-standard filters.
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Mike TaylorA tool using Jev to efficiently evaluate content by producing probabilities instead of text, faster and cheaper than traditional models.
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A small agent using Jev compaction to manage searchable memory efficiently.
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AckermanJev rapidly analyzes 700 live ads in 40 seconds for marketing insights at low cost.
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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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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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A community post describing 500 real-time agents operating in a 3D environment with notable performance metrics.
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Mau BaronJev autonomously controls multiple characters in a video game with rapid decision-making.
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x.comJev offers versatile use cases, with a community post suggesting potential for rapid SaaS growth.
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Jev plays Connect Four on OmarchyLinux, demonstrating real-time decision loops with structured state.
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An agent that plays Tetris with rapid decision-making capabilities. Shows potential for real-time game automation.
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