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.
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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.
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AI-assisted summaries and translations. Check original sources for context and performance claims.
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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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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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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A macOS tool for identifying safe ports to stop, developed as a GitHub project.
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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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An agent project that enforces policies by judging Claude Code tool calls.
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A gaming project enabling seamless switching between manual and AI-driven gameplay using Jev.
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Control a real browser by voice. Jev (TypeSafe System One) decides intent + target in ~300 ms per spoken word; Playwright acts — often before you finish the sentence.
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A resource explaining Jev Engineering methodology for AI agent development.
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A developer project generating paintings based on Jev's pixel probability calculations, collected for the tools shelf.
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Jev predicts upcoming shell commands by analyzing historical command data.
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A system enabling rapid agent deployment on digital canvases without relying on slow LLM processes.
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A community example demonstrating how Jev can classify company invoices into accounting categories rapidly.
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Directory of Jev-based projects including repositories, SDKs, and benchmarks.
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An MLP trained on Qwen 4B that functions similarly to Jev, offering a typesafe alternative.
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A community reference describing real-time generation of game levels for game development.
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A community post suggests Jev accelerates computer use, claiming 100x faster processing than standard LLMs.
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Jev offers versatile use cases, with a community post suggesting potential for rapid SaaS growth.
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A tool that scores video ad shots in 1.5 seconds using Maxfusion and Jev, processing over 450 ads in under three minutes.
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Screens 360 resumes in 24.2 seconds with low cost and automated scoring.
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A research project enabling SQL queries with real type responses.
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A browser-based search tool that uses a 27K-parameter model to parse queries with Jev's assistance.
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A community post about using an agent for autonomous Pokémon shiny hunting with automated resets and checks.
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A dynamic form tool using Jev for conditional logic, built with Vercel JSON-render.
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A fire evacuation simulation where each person makes Jev-style decisions.
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A command-line interface for Jev that provides answers and exit codes based on input questions.
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Jev generates 100 images from sources like NASA and The Met based on a single prompt.
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Jev evaluates the pacing of a frontier-AI essay written by @DarioAmodei.
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Agent skill: design judgment-assisted systems with TypeSafe Jev (System One). Maps Choice/Score/Noul onto decision theory, reranking, and routing. Composition algebra, question design, validation gates. MIT.
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A smart calculator notebook capable of performing various calculations using Jev's processing power.
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Jev tests shooting skills in the arcade game Time Crisis, with a harness to assist performance.
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A developer project using Jev to play Pokémon Red by typing each turn.
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Uses Jev to play Pokémon Showdown with mixed results, demonstrating its decision-making capabilities in a game context.
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A tool that identifies App Store keywords by analyzing competitors and using Jev to filter relevant terms.
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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.
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Context curator for Pi agent using Jev technology.
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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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Jev-browser enables agents to perform web tasks by automatically opening websites and making click decisions based on screen content.
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A stock evaluation tool using Jev for fast market analysis.
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A community project using Jev to customize Hacker News content preferences.
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Awesome Jev: source-backed open-source ecosystem radar, plain-language project discovery, and automatic GitHub sync.
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Jev integrates with Cal.com to quickly find team scheduling overlaps.
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Jev is demonstrated as a classification model with practical examples.

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Agent-ergonomic CLI for TypeSafe's Jev: fast calibrated judgments (pick, rate, check, rank, triage, guard) from the shell.
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Jev filters social media posts to reduce negative content exposure by categorizing them.
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A community post detailing a dashboard that classifies X posts across eight dimensions using Jev for content research.
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Robô de dois braços controlado pelo Jev para tomada de decisão, com cinemática inversa e física gerenciadas por código para operação eficiente.
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A Rubik's Cube that uses Jev AI to solve itself using a human-like method rather than optimal algorithms.
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A setup using Jev and GrokBot to route AI agent tasks efficiently, reducing costs and execution time with a seven-step configuration process.
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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 attempted to draw on a pixel canvas but failed to produce recognizable output, indicating limitations in its generative capabilities.
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A tool that analyzes Tetris board positions and selects optimal placements in under half a second.
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Utilizes Jev as a decision engine to manage and coordinate multiple bot agents for complex tasks.
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A GitHub Action using Jev for automated PR triage and classification.
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Jev automates the filling of prompt boxes by selecting appropriate agents, models, or computers for specific tasks.
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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 tool for monitoring Reddit threads to gather data cited by AI, offering free analysis of 4000 threads via email, Discord, or Slack.
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A tool using Jev to make copy-paste interactions smarter by deciding content based on context.
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Jev processes game state data to make decisions and play Super Mario Bros. effectively.
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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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Automates email categorization of 63,045 emails in under 3 minutes at low cost.
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A playful tool using Jev to provide random answers to questions.
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Jev differs from LLMs by evaluating predefined decisions directly, enabling parallel processing of independent questions.
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Jev plays Tetris by making real-time decisions to move blocks.
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A community post describing Jev's use for analyzing competitors' ads and generating creative shortlists.
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Evidence-backed index of real-world Jev (TypeSafe AI System One) use cases: repos, patterns, benchmarks, and measured results.
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Marcel Pociot's browser extension that collapses posts based on a Jev judgment.
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A speech analysis tool that evaluates 30-second speeches for pauses, filler words, and confidence, providing feedback for improvement.
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Jev from @typesafeai plays Balatro, making quick decisions on cards and gameplay within 200-500ms.
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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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Game where Jev competes against LLMs in Pong.
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A developer project where Jev assists in browsing by selecting actions, with an LLM planning and citing sources.
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