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迪奧戈·阿梅達介紹 Jev,這是 TypeSafe 的結構化決策模型。觀看推出影片,並探索原始主題以了解模型的方法、範例和作者報告的效能。
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Recent activity迪奧戈·阿梅達介紹 Jev,這是 TypeSafe 的結構化決策模型。觀看推出影片,並探索原始主題以了解模型的方法、範例和作者報告的效能。
TypeSafe 的正式推出公告介紹了實驗室,並引導開發者使用 Jev。包含迪奧戈·阿梅達的推出影片和原始介紹。
TypeSafe 宣佈 Jev 無需等待名單即可公開使用。官方控制台是將類型化決策應用於自己應用程式的起點。
TypeSafe 強調 Jev 的類型輸出方法:應用程式提供狀態和問題,然後根據機率、選擇或分數進行操作。連結的公告也涵蓋了威尼斯 API 集成。
Start with the Launch Post. Explore four official signals.
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AI-assisted summaries and translations. Check original sources for context and performance claims.
An open-source project that helps select relevant Claude Code skills by prioritizing frequently used ones through Jev integration.
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A demonstration where Jev was given $10,000 to trade.
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Framework for running end-to-end tests with agents using Jev.
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Public examples of Jev used for robot control, 3D modeling and adjacent control tasks, with sources and archived media.
github.comFrank-ZY-Dou/awesome-jev查看專案 ↗Source-linked curation
Curated list of official resources and community projects for TypeSafe, System One models, and Jev, with a GitHub Pages site.

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Agent automates second-hand product search and decision-making. Processes 26 listings per minute with fast evaluation times.
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A project classifying 1,018 AI research papers using Jev, achieving low cost and fast processing for organizing academic work.
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Jev play Tetris in real-time against other AI models.

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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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A community post presents a codebase complexity classifier using Jev, aiming to address overengineered code.
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Jev reviews pull requests with 14 automated checks, detecting issues like hardcoded secrets and SQL patterns.
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Jev processes natural language with structured outputs and confidence levels, but it is not a traditional large language model.
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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 GitHub project converting agent skills into Oxlint plugins that involve Jev.

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A local Jev model for processing tasks with potential for improved speed.
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迪奧戈·阿梅達介紹 Jev,這是 TypeSafe 的結構化決策模型。觀看推出影片,並探索原始主題以了解模型的方法、範例和作者報告的效能。
Jev HOLDFIT 92%CAT 53%
A community post detailing a dashboard that classifies X posts across eight dimensions using Jev for content research.
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A moderation system for Mastra agents that processes inputs in a single file.

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Jev enables natural language search for Zillow listings, classifying properties by non-standard filters.
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AgentRun leverages Jev for creating self-sufficient agent workflows.
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An experiment using Jev to transform simple English into elaborate prose in real-time during writing.
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Context curator for Pi agent using Jev technology.

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A 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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A resource discussing a new model type that outperforms LLMs in specific areas, collected for the tools shelf.
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Jev-assisted file retrieval and request caching for faster Pi workflows.

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A developer project for the games shelf, where Jev improvises piano with proper questions.

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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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A PostgreSQL extension enabling natural language queries across databases.
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A community post testing Jev's performance in a browser environment, noting limitations after five actions.
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A community post providing a tutorial on Jev, including demos for browser control and AI memory.
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Jev is used to identify and flag low-quality text generated by Opus.
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Jev plays Subway Surfers at superhuman speed and handles 50 games simultaneously for under a cent.
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A claim about Jev's capability to process large volumes of ad data quickly, described as a market disruption.
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Fast Rust CLI for TypeSafe Jev: typed decisions, offline linting before you pay.

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A free AI tool built on Jev that quickly scans text for low-quality content, processing around 10,000 words in 2 seconds.
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Utilizes Jev for quick coaching support and detecting and fixing slop during sessions.
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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 community project using Jev to customize Hacker News content preferences.
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A Brave extension that scores posts for logical fallacies in real time, highlighting well-reasoned content with a green flag.
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A community reference describing real-time generation of game levels for game development.
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Jev rapidly analyzes 700 live ads in 40 seconds for marketing insights at low cost.
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Jev enables fast search of physical library indexes.
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Jev 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 Pociot's browser extension that collapses posts based on a Jev judgment.
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使用Jev,TypeSafe AI的System One模型所建構的專案精選清單。

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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 guide outlining 10 steps to implement Jev for faster decision-making in AI agent systems.
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A challenge where 100 builders used Jev and Fable 5.1 to create a post scheduler, highlighting Jev's speed.
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A user creates music by giving real-time voice commands to Jev.
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A real-time tool to analyze and categorize tweets for viral potential.
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A community project exploring Jev's potential to evaluate agent progress beyond basic trace data.
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Jev classifies 500 emails quickly and inexpensively, demonstrating its efficiency in processing tasks.
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A Mac voice diary tool that uses Jev for sorting and integrates with Notion.

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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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A Go client for the TypeSafe API, aimed at developer tools and applications.

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A developer project providing a local MCP server for running pre-made Jev question packs.

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A React app that estimates an age range based on a Korean name, described as a developer tool.

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Jev is used to predict human moves in a rock-paper-scissors game.
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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 community post about rebuilding the X algorithm with Jev to simulate post virality and global feed.
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Voice command integration for the Autumn billing dashboard to streamline tasks.
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Proof of concept MCP for Typesafe's new Jev AI model.

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A collection of research papers and open reproductions supporting System One models.

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Jido agents use Jev to make moves in Tic Tac Toe, demonstrating Jev's application in game-playing agents.
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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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100% free ₹0 agent-first SEO & GEO CLI suite and MCP server in Rust replacing Semrush and OpenSEO via DuckDuckGo and TypeSafe Jev System One.

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Systematic software development framework for AI coding agents upgraded with TypeSafe Jev System One typed decisions.

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Open-source library converting Hugging Face models into Jev-style endpoints for broader accessibility.
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A 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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A fire evacuation simulation where each person makes Jev-style decisions.

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A community post describing adaptive in-app support using Jev to provide real-time assistance based on user struggles.
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Daf-jev: composable Python toolkit for TypeSafe's Jev (System One) decision API — question builders, confidence gates, evaluator, calibration, CLI, MCP server, agent skill.

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