A FIELD GUIDE TO JEV / VOL. 01
Tinh hoa Jev: dự án thực tế, hướng dẫn hữu ích và ý tưởng từ khắp internet.
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 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 useXem dự án ↗
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 everyoneXem dự án ↗Four official signals. A fresh starting point on each visit.
1.198 tài nguyên
AI-assisted summaries and translations. Check original sources for context and performance claims.
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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One grounded Jev/Playwright core: typed SDK, persistent CLI, and MCP server with native browser operations and deterministic assertions.
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Trình thay thế TypeSafeClient chính thức được hỗ trợ bởi API LLM của OpenAI, Anthropic và tương thích, để so sánh Jev với các mô hình trò chuyện.
github.comtypesafe-ai/system-one-adapter-pythonXem dự án ↗Source-linked curation
Jev-assisted file retrieval and request caching for faster Pi workflows.
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Jon KraayenbrinkA tool that uses Jev to detect AI-generated content on websites by analyzing specific indicators.
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An experiment exploring Jev's ability to solve pathfinding problems compared to traditional algorithms like A*.
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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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A system that generates text one character at a time using Jev, employing a classifier in an autoregressive loop.
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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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Fayaz AhmedAn image classifier using OCR and Jev processes 900 images in 40 seconds.
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A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for typed decisions.
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Jev from @typesafeai plays Balatro, making quick decisions on cards and gameplay within 200-500ms.
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A self-hosted skills library with optional Jev recommendations.
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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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Jev rapidly analyzes competitor ads with detailed classification and cost efficiency.
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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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Marketing analytics platform whose feature flag routes brand-visibility classifiers off an LLM and onto Jev boolean decisions.
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x.comExplains Jev's advantages over older LLMs in decision-making and building.
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Tutorial covers API setup and building prototypes with Jev and LLMs.
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ZachiA PostgreSQL extension enabling natural language queries across databases.
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Jev attempted to draw on a pixel canvas but failed to produce recognizable output, indicating limitations in its generative capabilities.
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A social media feed optimized using user bookmarks and Jev's analysis.
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Tool for systematic reviewers to extract information from research articles efficiently.
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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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A community project showcasing Jev's potential through a competitive snake game where two Jev instances battle for victory.
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Voice command integration for the Autumn billing dashboard to streamline tasks.
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Ira BodnarJev handles seven SEO and GEO workflows, including competitor page analysis, citation likelihood, and content optimization.
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A method for creating pixel art through iterative sketching and refinement using Jev and DeepSeek.
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A community post suggesting Jev can be hired as a QA tester through @typesafeai.
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A developer project for agent-native routing that selects models based on task complexity.
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Jarrod WattsA trading bot using Jev to decide buy/sell actions based on asset price feeds and executing real trades.
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Jev predicts upcoming shell commands by analyzing historical command data.
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Jev plays Tetris by making real-time decisions to move blocks.
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Eric ZhangA Jev-compatible public API using an open model for fast parallel processing.
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A small open decision model: state + typed questions -> calibrated probabilities. A Jev / System One re-creation on Qwen3.5.
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A community post presents a codebase complexity classifier using Jev, aiming to address overengineered code.
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Testing Jev's performance in automating Android end-to-end tests, showing faster results compared to other tools.
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A community post describing an autonomous driving system using Jev to process real-time environmental data.
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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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Marcel PociotMarcel Pociot's browser extension that collapses posts based on a Jev judgment.
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Jev was integrated with Claude Code to address context compaction challenges in agent workflows, showing promising results.
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x.comA 4-minute video explaining what Jev is and its limitations.
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Jev-Tool-Runner is a GitHub project where Jev selects developer tools and Codex generates code based on those selections.
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Camera-only autonomous drone in MuJoCo with a small judgment model (TypeSafe Jev) in the loop at 2.5Hz.
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Riley BrownA real-time tool to analyze and categorize tweets for viral potential.
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Ira BodnarReduces SEO and GEO fix costs by 90% through faster data analysis and automation.
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A practical guide explaining the use of TypeSafe’s System One model, providing technical insights for developers.
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Jev is discussed with examples of Choice, Noul, and Score in a Python project.
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Using Jev to create Clay workflows instantly, leveraging its capabilities for rapid development.
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Context curator for Pi agent using Jev technology.
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A developer project for the agents shelf featuring a local MCP gateway with Jev tool discovery and a dashboard.
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A community tool leverages Jev to identify relevant X discussions for business outreach.
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IzzuddinUses Jev to play Pokémon Showdown with mixed results, demonstrating its decision-making capabilities in a game context.
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A developer project for automatic context clearing in Pi without losing conversation history.
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An experimental trading system using defined rules and Jev for decision-making.
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ZachiAn ad blocker extension using AI for real-time classification and removal of ads.
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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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A game integrating Jev to display real-time decision probabilities during gameplay.
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A resource discussing a new model type that outperforms LLMs in specific areas, collected for the tools shelf.
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Classifies tax documents using an LLM pipeline for efficient processing.
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Browser automation where an LLM plans and Jev (Typesafe System One) decides. Library, CLI and MCP server.
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A live Bluesky feed with real-time emotion detection and user avatar matching.
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Jev selects legal moves in a game of chess, compared to reasoning models.
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Jev generates piano music by selecting notes and chords based on input sequences.
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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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Uses Jev for real-time voice commands to control a browser, processing speech to actions in 300ms with low cost.
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Jev is used in mobile end-to-end testing with improved efficiency.
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Robert YangJev semantically formats spreadsheets instantly, with suggestions for integration into other platforms.
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A tested resource evaluating Jev's capabilities in browser automation and support tasks.
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Uses Jev to conduct a musical orchestra in real time through a demonstration project.
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TamirA dynamic form tool using Jev for conditional logic, built with Vercel JSON-render.
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Jev decision layer for agents: MCP server, embeddable DecisionModel library, and an escalate-only Claude Code plugin (TypeSafe AI's Jev).
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4 HIGHLIGHTS
Tools & apps
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Agents & browsers
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1 clicks / 7d
Games & real time
Decisions & routing
Markets & experiments
Creative & growth
Research & data
Devices & robotics
