The Jev launch post
Diogo 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.
A FIELD GUIDE TO JEV / VOL. 01
Lo mejor de Jev: proyectos reales, guías prácticas e ideas de toda la web.
Diogo 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 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 everyoneVer proyecto ↗TypeSafe 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 useVer proyecto ↗TypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
Four official signals. A fresh starting point on each visit.
107 recursos
AI-assisted summaries and translations. Check original sources for context and performance claims.
Fazt presenta las decisiones estructuradas de Jev con ejemplos de Snake y clasificación de solicitudes de soporte.
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Guía del creador Fazt sobre el uso de Jev para decisiones tipadas, con una introducción y ejemplos de aplicaciones.
fazt.devJev de TypeSafe AI: guía de decisiones estructuradasVer proyecto ↗Source-linked curation
Anuncio de lanzamiento: arquitectura, entrenamiento RLCD, precios, demostraciones de Doom y Wikiracing, FAQ.

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Modos de falla conocidos del modelo público actual, documentados por TypeSafe.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Fan-out especulativo, enrutamiento con confianza, puntuación compuesta y enrutamiento de intención.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Contrato de solicitud y respuesta para POST /v1/systemone.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Demo interactiva oficial de fan-out especulativo: muchas preguntas en una sola llamada, el código mantiene las respuestas relevantes.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Pega un estado, agrega preguntas y ve respuestas tipadas en el navegador.
console.typesafe.aiPlaygroundVer proyecto ↗Source-linked curation
Servidor oficial de TypeSafe. Los demos de Builder están en el canal Show and Tell.
discord.ggDiscordVer proyecto ↗Source-linked curation
Camino más corto desde una clave de API hasta una decisión tipada.

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Recetas reproducibles: preguntas paralelas, reordenación, filtros, verificación de citas, extracción, clasificación jerárquica.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Introducción, primitivas, patrones, recetas, referencias de API HTTP y SDK.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Defiende la inteligencia nativa de máquinas diseñada para software, no para conversaciones.
typesafe.aiManifestoVer proyecto ↗Source-linked curation
Choice, Score y Noul: los tres tipos de preguntas y lo que devuelven.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Cliente oficial sincrónico y asincrónico de Python. pip install typesafe-sdk.
github.comtypesafe-ai/typesafe-sdk-pythonVer proyecto ↗Source-linked curation
Actualizaciones de producto y investigación.
x.com@typesafeai on XVer proyecto ↗Source-linked curation
Metodología de evaluación publicada y resultados por modelo para flujos de trabajo de System One.
evals.typesafe.aiEval de flujos de trabajoVer proyecto ↗Source-linked curation
Referencia oficial de TypeSafe: Introducción.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Un puerto de Elixir seguro de tipo del SDK oficial de TypeScript AI (ai / ai-sdk) que proporciona integraciones unificadas de LLM, texto en streaming y salidas estructuradas, llamadas de herramientas y flujos de trabajo agentes. Jev es su modelo principal y es el primer modelo System One.
github.comnshkrdotcom/typesafe_sdkVer proyecto ↗Source-linked curation
A community post about using Jev to efficiently crawl job listings from company websites, significantly reducing time compared to an LLM.
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Jev assists a Mac app by selecting relevant support articles from built-in documentation.
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Reemplazo oficial de TypeSafeClient con soporte para APIs de OpenAI, Anthropic y LLM compatibles, para comparar Jev contra modelos de chat.
github.comtypesafe-ai/system-one-adapter-pythonVer proyecto ↗Source-linked curation
A community guide outlining 10 steps to implement Jev for faster decision-making in AI agent systems.
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TypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
Source-linked curation
TypeSafe 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 useVer proyecto ↗Source-linked curation
Diogo 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.
Source-linked curation
Jev differs from LLMs by evaluating predefined decisions directly, enabling parallel processing of independent questions.
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Cliente oficial de TypeScript/JavaScript con tipos de respuesta inferidos. npm install @typesafe-ai/sdk.
github.comtypesafe-ai/typesafe-sdk-jsVer proyecto ↗Source-linked curation
Unofficial Laravel integration for TypeSafe Jev AI with typed responses, async requests, scoped dependency injection, and testing fakes.
github.comButochnikov/laravel-typesafe-jevVer proyecto ↗Source-linked curation
Página principal de la empresa, lista de espera y visión general del producto.
typesafe.aiTypeSafe AIVer proyecto ↗Source-linked curation
Unofficial study: Jev-style parallel typed decisions on stock 1.5B-8B models on an Apple Silicon laptop. Benchmarks, research notes, and a Hugging Face Space demo.
github.comrorshopping/jev-on-a-laptopVer proyecto ↗Source-linked curation
Official TypeSafe reference: Score.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Unofficial Go SDK for TypeSafe AI's Jev API.
github.comguillemus/jev-goVer proyecto ↗Source-linked curation
Habilidades oficiales para agentes Claude Code, Codex y compatibles: primitivas, patrones y cómo estructurar evaluaciones.

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Unofficial Java SDK for TypeSafe Jev and Vercel AI Gateway, with Spring Boot and WebClient support.
github.comgudcks0305/jev-javaVer proyecto ↗Source-linked curation
Official TypeSafe reference: Confidence.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Official TypeSafe reference: Composite scoring.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Official TypeSafe reference: Choice.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Position paper: the Hidden-Markov and fuzzy primitives missing from TypeSafe AI's Jev and System-One decision models. Two lemmas, one principle (Deferred Crispification), one architecture (BSF-S1).
github.comdnakhoa/jev-deferred-crispificationVer proyecto ↗Source-linked curation
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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Official TypeSafe reference: Date extraction.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Official TypeSafe reference: Example use cases.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Official TypeSafe reference: API reference.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Official TypeSafe reference: State.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
TypeSafe の Jev を TypeScript SDK で使ってみる最初の 1 歩.
github.comheiwa4126/jev-bun1Ver proyecto ↗Source-linked curation
An unofficial Laravel package offering typed responses and test fakes for Jev integration.

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Official TypeSafe reference: Double-checking citations.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Official TypeSafe reference: How to build with TypeSafe.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Official TypeSafe reference: Demos.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Live verdict page: feeds Jev the day’s Florida Man, odd-news, politics and world headlines and asks all three primitives whether AI should kill us all, refreshed every ten minutes.
github.comhellogumbo/should-ai-kill-us-allVer proyecto ↗Source-linked curation
Jev / TypeSafe System One 中文精选列表:官方资料、SDK、爆款应用、Agent 工具、开源复现与独立评测,附中文上手指南,每日自动收录 GitHub 热门项目。
github.comyzfly/awesome-jev-zhVer proyecto ↗Source-linked curation
Official TypeSafe reference: Line-by-line search.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Official TypeSafe reference: Structure recovery.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Official TypeSafe reference: Guardrails for LLMs.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Official TypeSafe reference: Usage.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Official TypeSafe reference: System One.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Official TypeSafe reference: API reference.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Bug-hunting crawlers built using Unix-style primitives, designed for automated system analysis.
github.comrussfranky/jev-crawlersVer proyecto ↗Source-linked curation
TypeSafe 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 everyoneVer proyecto ↗Source-linked curation
Discriminative Monte Carlo Tree Search using TypeSafe Jev System One Primitives and Gemini.
github.comlhemerly/mcts-agentVer proyecto ↗Source-linked curation
Official TypeSafe reference: Pre-parsed value extraction.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Community Rails integration on the typesafe-sdk gem: configuration, persisted usage and cost telemetry, and opt-in confidence policies.
github.comGenieRobot/typesafe-ai-railsVer proyecto ↗Source-linked curation
Official TypeSafe reference: Self-consistency: choices.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Unofficial PHP SDK for the TypeSafe AI System One API — 1:1 parity with the official JS and Python SDKs. Not affiliated with TypeSafe AI.
github.comvalksor/typesafe-sdk-phpVer proyecto ↗Source-linked curation
A Go client for the TypeSafe API, aimed at developer tools and applications.

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Official TypeSafe reference: Noul.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Official TypeSafe reference: Self-consistency: nouls.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Typesafe AI SDK in Elixir using Req.
github.comvinnie357/typesafe_sdk_exVer proyecto ↗Source-linked curation
Leonardo Bissoli apresenta decisões estruturadas com Jev, incluindo confiança, limites e exemplos de uso em aplicações.
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Official TypeSafe reference: TypeSafe Python SDK.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Official TypeSafe reference: Client SDKs.
docs.typesafe.aiSTATE → DECISION → CODEVer proyecto ↗Source-linked curation
Hosted typesafe-ai/jev for AI SDK evaluate calls, no TypeSafe waitlist required.
vercel.comJev on Vercel AI GatewayVer proyecto ↗Source-linked curation