Jev发布帖
Diogo Almeida介绍了Jev,即TypeSafe的结构化决策模型。观看发布影片,并探索原始帖子了解该模型的方法、示例和作者报告的性能。
Diogo Almeida介绍了Jev,即TypeSafe的结构化决策模型。观看发布影片,并探索原始帖子了解该模型的方法、示例和作者报告的性能。
TypeSafe的正式发布公告介绍了实验室,并引导开发者使用Jev。公告包含Diogo Almeida的发布影片和原始介绍。
TypeSafe宣布Jev向公众开放,无需等待列表。官方控制台是将类型化决策应用于自己应用程序的起点。
TypeSafe强调Jev的类型化输出方法:应用程序提供状态和问题,然后根据概率、选择或评分进行操作。相关公告还介绍了Venice API集成。
Start with the Launch Post. Explore four official signals.
1,198 项资源
AI-assisted summaries and translations. Check original sources for context and performance claims.
A curated list of awesome Jev / TypeSafe System One applications, libraries, and resources.
JEVLAB ARTSource-linked curation
A Chrome Dino game implementation where Jev provides real-time decision scores.
Source-linked curation
Pokémon FireRed Elite Four run. A community post describing an experiment where Jev successfully completed a game with low-cost resources.
Source-linked curation
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.
Source-linked curation
SuperX与Jev集成实现快速帖子评分,每篇帖子分析61个问题,不到一秒内完成且预测高病毒潜力准确性高。
Source-linked curation
Jev rapidly analyzed news articles to suggest relevant stories for brands at a low cost.
Source-linked curation
Jev analyzes session replays to identify issues and generate bug fix PRs at low cost.
Source-linked curation
Jev is a System One model on OpenRouter that provides decisions with probabilities.
Source-linked curation
Agentcard integrates Jev and Kernel to enable secure and efficient online shopping by agents, avoiding token costs and safety issues.
Source-linked curation
askjev.ai. A community post describing a platform where users can ask questions to Jev, which provides judgments rather than direct answers.
Source-linked curation
A community project describes an agent system that uses Jev to route requests to appropriate models.
Source-linked curation
A GitHub project that uses Jev to triage and route posts from the live Bluesky firehose with human oversight.
JEVLAB ARTSource-linked curation
An experimental trading system using defined rules and Jev for decision-making.
Source-linked curation
A collection of 19 open-source projects using Jev technology for various applications including AI agents and game interactions.
Source-linked curation
Jev handles seven SEO and GEO workflows, including competitor page analysis, citation likelihood, and content optimization.
Source-linked curation
Jev was integrated with Claude Code to address context compaction challenges in agent workflows, showing promising results.
Source-linked curation
Jido agents use Jev to make moves in Tic Tac Toe, demonstrating Jev's application in game-playing agents.
Source-linked curation
Hunch is a GitHub tool for code review that applies rules written in plain English to analyze and improve code quality.
JEVLAB ARTSource-linked curation
A developer project for automatic context clearing in Pi without losing conversation history.
JEVLAB ARTSource-linked curation
MCP server that puts TypeSafe Jev on the coding loop in Cursor, Codex, and any MCP client.
JEVLAB ARTSource-linked curation
Steve Krouse's playable 16-judgment demo and video.
Source-linked curation
Jev tests shooting skills in the arcade game Time Crisis, with a harness to assist performance.
Source-linked curation
A drone navigation experiment where Jev makes real-time decisions to avoid obstacles in an asteroid field.
Source-linked curation
Jev-assisted file retrieval and request caching for faster Pi workflows.
JEVLAB ARTSource-linked curation
A tool enhancing zsh autosuggestions with Jev-based ranking instead of prefix matching.
JEVLAB ARTSource-linked curation
A project comparing Jev's performance against chat models in analyzing Fed press conferences.
JEVLAB ARTSource-linked curation
A smart calculator notebook capable of performing various calculations using Jev's processing power.
Source-linked curation
A browser-based search tool that uses a 27K-parameter model to parse queries with Jev's assistance.
Source-linked curation
Jev is used to identify and flag low-quality text generated by Opus.
Source-linked curation
Open-source library converting Hugging Face models into Jev-style endpoints for broader accessibility.
Source-linked curation
An unofficial Laravel package offering typed responses and test fakes for Jev integration.
JEVLAB ARTSource-linked curation
A guide explaining three types of micro decisions used by Jev AI.

Source-linked curation
A user creates music by giving real-time voice commands to Jev.
Source-linked curation
A community experiment using Jev to analyze social media posts and determine effective content strategies.
Source-linked curation
Jev-Tool-Runner is a GitHub project where Jev selects developer tools and Codex generates code based on those selections.
JEVLAB ARTSource-linked curation
Jev automates browser tasks by selecting actions from a dynamic action space.
Source-linked curation
A developer project featuring a small Jev-like model running on a MacBook, collected for the tools shelf.
JEVLAB ARTSource-linked curation
A community post discussing a system where Jev acts as a quality gate for drafts, though it faced issues with communication.
Source-linked curation
A guide exploring Jev's architecture through 10,000 API calls.
JEVLAB ARTSource-linked curation
A developer project using Jev for plain-language MCP tool calls without an LLM.
JEVLAB ARTSource-linked curation
Multi-axis writing quality checker powered by TypeSafe AI's Jev model. Separate named checks, each with its own verdict and confidence.
JEVLAB ARTSource-linked curation
Explains Jev's role in automating decision-making processes and enabling new business models through efficient task sorting and classification.
Source-linked curation
Official TypeSafe reference: Skill suggestion.
JEVLAB ARTSource-linked curation
5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.
JEVLAB ARTSource-linked curation
A Brave extension that scores posts for logical fallacies in real time, highlighting well-reasoned content with a green flag.
Source-linked curation
A community post details a Pac-Man game where every move is determined by Jev, offering strategic insights.
Source-linked curation
A Rubik's Cube that uses Jev AI to solve itself using a human-like method rather than optimal algorithms.
Source-linked curation
A livestream analyzing Jev's architecture for JSON-predicting models.

Source-linked curation
Open alternative to Jev: typed, calibrated decisions from any open-weights LLM in one forward pass (HF + vLLM), with benchmarks.
JEVLAB ARTSource-linked curation
A community tool allowing Jev to make decisions through command-line interactions for agent systems.
JEVLAB ARTSource-linked curation
Uses Jev to decide which AI model to use before generating output, based on prompt and quality requirements.
Source-linked curation
A developer project for the agents shelf featuring a local MCP gateway with Jev tool discovery and a dashboard.
JEVLAB ARTSource-linked curation
Fast structured Android control loops with TypeSafe Jev and Mobile MCP.
JEVLAB ARTSource-linked curation
A community guide outlining 10 steps to implement Jev for faster decision-making in AI agent systems.
Source-linked curation
Evidence-backed index of real-world Jev (TypeSafe AI System One) use cases: repos, patterns, benchmarks, and measured results.
Source-linked curation
Thread cataloguing the first wave of Jev tools: MCP servers, routers, reviewers, and browser agents.
Source-linked curation
A developer project generating paintings based on Jev's pixel probability calculations, collected for the tools shelf.
JEVLAB ARTSource-linked curation
A demo project enabling voice commands for Fusion 360, where Jev identifies if speech is a command or casual talk.
Source-linked curation
Jev is discussed with examples of Choice, Noul, and Score in a Python project.
JEVLAB ARTSource-linked curation
An experimental tool using Jev to lint Supabase Row Level Security policies.
Source-linked curation
Jev rapidly analyzes 700 live ads in 40 seconds for marketing insights at low cost.
Source-linked curation
Tool for systematic reviewers to extract information from research articles efficiently.
Source-linked curation
Agent automates second-hand product search and decision-making. Processes 26 listings per minute with fast evaluation times.
Source-linked curation
Analyzes 100,000 X posts in 20.4 seconds using 14 yes/no questions per post for viral potential assessment.
Source-linked curation
Diogo Almeida介绍了Jev,即TypeSafe的结构化决策模型。观看发布影片,并探索原始帖子了解该模型的方法、示例和作者报告的性能。
Source-linked curation
A project exploring pixel-level image generation through parallel decision-making processes.
Source-linked curation
Jev demonstrated over 5x faster performance than other models in testing.
Source-linked curation
A community reference describing real-time generation of game levels for game development.
Source-linked curation
A demonstration of Jev's capability to quickly categorize a large volume of Hacker News posts.
Source-linked curation
Awesome Jev: source-backed open-source ecosystem radar, plain-language project discovery, and automatic GitHub sync.
JEVLAB ARTSource-linked curation
An agent using headless Chromium to quickly navigate the web, demonstrated by browsing Wikipedia links efficiently.
Source-linked curation
An MLP trained on Qwen 4B that functions similarly to Jev, offering a typesafe alternative.
Source-linked curation