Post de lançamento do Jev
Diogo Almeida apresenta o Jev, o modelo de decisão estruturado do TypeSafe. Assistir ao filme de lançamento e explorar o fio original para o abordagem do modelo, exemplos e desempenho relatado pelo autor.
Latest addition
Source check
Recent activityA FIELD GUIDE TO JEV / VOL. 01
O melhor de Jev: projetos reais, guias práticos e ideias de toda a internet.
Diogo Almeida apresenta o Jev, o modelo de decisão estruturado do TypeSafe. Assistir ao filme de lançamento e explorar o fio original para o abordagem do modelo, exemplos e desempenho relatado pelo autor.
O anúncio oficial de lançamento do TypeSafe apresenta o laboratório e direciona os desenvolvedores ao Jev. Inclui o filme de lançamento de Diogo Almeida e a introdução original.
TypeSafe anuncia acesso público ao Jev sem lista de espera. O console oficial é o ponto de partida para testar decisões tipadas em seu próprio aplicativo.
TypeSafe destaca a abordagem de saída tipada do Jev: aplicações fornecem estado e perguntas, depois atuam sobre probabilidades, escolhas ou pontuações. A anúncio vinculado também aborda a integração da API Venice.
Start with the Launch Post. Explore four official signals.
1.198 recursos
AI-assisted summaries and translations. Check original sources for context and performance claims.
A log analysis tool that groups 22.8M lines into patterns and uses Jev to review key patterns.
Source-linked curation
Moved hard-coded rules to Jev for faster AI processing and reduced costs in projects like aiseotracker and linkdr.
Source-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 self-hosted skills library with optional Jev recommendations.

Source-linked curation
Jev classifies emails for fraud detection, with uncertain cases handled by Kimi K3 for high accuracy.
Source-linked curation
Utilizes Jev for quick coaching support and detecting and fixing slop during sessions.
Source-linked curation
A project using Jev for skill routing in an agent system, based on community development.
Source-linked curation
Fazt presenta las decisiones estructuradas de Jev con ejemplos de Snake y clasificación de solicitudes de soporte.
Source-linked curation
Open-source library converting Hugging Face models into Jev-style endpoints for broader accessibility.
Source-linked curation
A massively parallel browser-based adversarial testing suite for evaluating releases, costing pennies.
Source-linked curation
Open alternative to Jev: typed, calibrated decisions from any open-weights LLM in one forward pass (HF + vLLM), with benchmarks.

Source-linked curation
Agent Skill: send closed coding-agent judgments to TypeSafe Jev.

Source-linked curation
A community post about using Jev to efficiently crawl job listings from company websites, significantly reducing time compared to an LLM.
Source-linked curation
AgentRun leverages Jev for creating self-sufficient agent workflows.
Source-linked curation
A tool that finds local makers using Jev, claiming high accuracy.
Source-linked curation
A community post demonstrating Jev's ability to score 700 leads and predict outreach message performance in 40 seconds.
Source-linked curation
Typed, confidence-aware agent skill routing with TypeSafe Jev.

Source-linked curation
A Jev-powered system that analyzes PDFs page by page to determine which require OCR processing.
Source-linked curation
A game integrating Jev to display real-time decision probabilities during gameplay.
Source-linked curation
JevForm creates adaptive forms that change based on user input meaning rather than fixed if-then logic.
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
WXT browser extension: Jev-powered page clutter removal with reusable template rules.

Source-linked curation
A source-backed Jev project directory with a reusable Jev-only GitHub review workflow.

Source-linked curation
A project classifying 1,018 AI research papers using Jev, achieving low cost and fast processing for organizing academic work.
Source-linked curation
A small agent using Jev compaction to manage searchable memory efficiently.
Source-linked curation
A YouTube guide explores using Jev within an agentic coding loop, focusing on cost efficiency for development tasks.
Source-linked curation
Semantic GitHub PR labels using Jev's typed decisions, with conceptual scope instead of line counts.

Source-linked curation
A community post describing an autonomous driving system using Jev to process real-time environmental data.
Source-linked curation
Minimal grammY Telegram anti-spam bot powered by TypeSafe Jev.

Source-linked curation
Jev plays Subway Surfers at superhuman speed and handles 50 games simultaneously for under a cent.
Source-linked curation
Jev generates piano music by selecting notes and chords based on input sequences.
Source-linked curation
Jev melhora a eficiência da pipeline de segurança, oferecendo redução de custo de 5x e processamento mais rápido, mantendo maior precisão do que modelos menores.

Source-linked curation
Jev AI plays Tetris at high speed, completing 357 pieces and 134 lines in 2 minutes. Demonstrates rapid decision-making capabilities.
Source-linked curation
Camera-only autonomous drone in MuJoCo with a small judgment model (TypeSafe Jev) in the loop at 2.5Hz.

Source-linked curation
A tool that uses Jev to detect AI-generated content on websites by analyzing specific indicators.
Source-linked curation
A drone navigation experiment where Jev makes real-time decisions to avoid obstacles in an asteroid field.
Source-linked curation
An experimental tool using Jev to lint Supabase Row Level Security policies.
Source-linked curation
A community project using Jev to control a Tesla Full Self Driving simulator, offering a quick rebuild.
Source-linked curation
A developer project for the agents shelf featuring a local MCP gateway with Jev tool discovery and a dashboard.

Source-linked curation
An open-source model for form-filling tasks with low latency.
Source-linked curation
A community post describes Jev attempting to play Resident Evil, testing its ability to handle 3D environments, objectives, and combat scenarios.
Source-linked curation
Official TypeSafe reference: Skill suggestion.

Source-linked curation
A community post describes using Jev to analyze news for stock investment opportunities.
Source-linked curation
A Chrome Dino game implementation where Jev provides real-time decision scores.
Source-linked curation
Jev controls both hands and fingers to play piano in real-time based on visual input.
Source-linked curation
Jev analyzes session replays to identify issues and generate bug fix PRs at low cost.
Source-linked curation
An experiment to enable Jev to perform dogfighting, with ongoing improvements.
Source-linked curation
Curated list of official resources and community projects for TypeSafe, System One models, and Jev, with a GitHub Pages site.

Source-linked curation
Fast Rust CLI for TypeSafe Jev: typed decisions, offline linting before you pay.

Source-linked curation
Retriever AI evaluates Jev's performance on real browser tasks, identifying strengths and areas for improvement in integration with larger models.
Source-linked curation
Cliente oficial em TypeScript/JavaScript com tipos de resposta inferidos. npm install @typesafe-ai/sdk.
github.comtypesafe-ai/typesafe-sdk-jsVer projeto ↗Source-linked curation
A Mac voice diary tool that uses Jev for sorting and integrates with Notion.

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 analyzes outreach messages to identify signals that lead to booked demos, improving campaign performance.
Source-linked curation
A system using Jev to interact with computer interfaces without screenshots, relying on local CoreML models and OCR.
Source-linked curation
A guide explaining Jev's approach to making typed decisions rather than processing text.

Source-linked curation
A community post about rebuilding the X algorithm with Jev to simulate post virality and global feed.
Source-linked curation
An open-source project that helps select relevant Claude Code skills by prioritizing frequently used ones through Jev integration.
Source-linked curation
A developer project demonstrates Jev's rapid response to browser tasks, with decisions made in approximately 100 milliseconds.

Source-linked curation
Demonstration of Jev's capability for rapid variable generation in development workflows.
Source-linked curation
A demonstration of Jev competing against OpenJev in a first-person shooter game.
Source-linked curation
A chess experiment where Jev V13 makes decisions against advanced language models.
Source-linked curation
Uses Jev to decide which AI model to use before generating output, based on prompt and quality requirements.
Source-linked curation
A logic interpreter uses plain English to enable Jev to perform reasoning tasks it cannot handle alone.
Source-linked curation
Jev enables fast search of physical library indexes.
Source-linked curation
A community experiment using Jev as a plugin in Claude to reduce unnecessary tool calls, cutting token count from 1M to 86K.
Source-linked curation
Observe the accessibility tree, Jev chooses the next action, Stagehand executes.
Source-linked curation
A developer project featuring a small Jev-like model running on a MacBook, collected for the tools shelf.

Source-linked curation
Agent makes rapid shopping decisions using Ego Lite and Jev. Completes 20 product evaluations in under 4 seconds.
Source-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 reviews pull requests with 14 automated checks, detecting issues like hardcoded secrets and SQL patterns.
Source-linked curation
Jev integrates into a recommendation engine, providing 70+ personalized suggestions per user at 0.0019$ per user.
Source-linked curation