A FIELD GUIDE TO JEV / VOL. 01
Le meilleur de Jev : projets concrets, guides pratiques et idées du web.
TypeSafe AI@typesafeaiOFFICIALTypeSafe 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 useVoir le projet ↗TypeSafe AI@typesafeaiOFFICIALTypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
TypeSafe AI@typesafeaiOFFICIALTypeSafe 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 everyoneVoir le projet ↗
Diogo Almeida@CompleteSkepticLAUNCH POSTDiogo 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.
Four official signals. A fresh starting point on each visit.
1 198 ressources
AI-assisted summaries and translations. Check original sources for context and performance claims.
Evidence-backed index of real-world Jev (TypeSafe AI System One) use cases: repos, patterns, benchmarks, and measured results.
github.comanandi1989/awesome-jev-usecasesVoir le projet ↗Source-linked curation
MCP server that puts TypeSafe Jev on the coding loop in Cursor, Codex, and any MCP client.
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Jason LuA tool that improves end-to-end testing efficiency, completing tasks faster and cheaper than other models.
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A community post exploring Jev's role in improv judging, presented as a creative experiment.
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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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Wayne Suttonaskjev.ai. A community post describing a platform where users can ask questions to Jev, which provides judgments rather than direct answers.
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Systematic software development framework for AI coding agents upgraded with TypeSafe Jev System One typed decisions.
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Marcel PociotMarcel Pociot's browser extension that collapses posts based on a Jev judgment.
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Uses Jev for real-time voice commands to control a browser, processing speech to actions in 300ms with low cost.
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Uses Jev to decide which AI model to use before generating output, based on prompt and quality requirements.
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Route to the cheapest model in claude code for your task using jev-router.
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Agentcard integrates Jev and Kernel to enable secure and efficient online shopping by agents, avoiding token costs and safety issues.
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RanjanA community project enabling hands-free web navigation by having Jev handle browser actions while Claude manages conversation.
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Andy GaoA project using Jev to enable fast voice-controlled interactions with a Mac computer.
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AgentRun leverages Jev for creating self-sufficient agent workflows.
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vogelA system tested on 1,500 emails for classification effectiveness. Demonstrates potential for automated email management.
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A YouTube guide discussing Jev's functionality, pricing, and performance comparisons with Astra, including benchmarking and parallel decision analysis.
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x.comA community post providing a tutorial on Jev, including demos for browser control and AI memory.
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Jev integrates with Cal.com to quickly find team scheduling overlaps.
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Jev from @typesafeai plays Balatro, making quick decisions on cards and gameplay within 200-500ms.
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A developer created an instant calorie tracking app using Jev for quick responses.
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An unofficial Laravel package offering typed responses and test fakes for Jev integration.
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Liste curatée de projets construits avec Jev, modèle System One de TypeSafe AI pour des décisions typées.
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IzzuddinUses Jev to play Pokémon Showdown with mixed results, demonstrating its decision-making capabilities in a game context.
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A user creates music by giving real-time voice commands to Jev.
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Alan DaitchAgent automates second-hand product search and decision-making. Processes 26 listings per minute with fast evaluation times.
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Steve KrouseSteve Krouse's playable 16-judgment demo and video.
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A community post explores Jev's decision-making in ethical scenarios, comparing different approaches.
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A community tool leverages Jev to identify relevant X discussions for business outreach.
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A community post confirming Jev's capability to generate text, responding to a claim that it cannot.
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Go CLI and single-binary MCP server exposing TypeSafe judgments to Claude Desktop, Claude Code, and Codex.
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Higgsfield AIA process using Jev to filter and select assets, then generate ad creatives with DeepSeek and Higgsfield.
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Chandramouly KandacharJev controls both hands and fingers to play piano in real-time based on visual input.
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A game project involving a penalty shootout against Jev using Render Workflows and Postgres.
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A developer project using Jev for plain-language MCP tool calls without an LLM.
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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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Jozef GhermanA 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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Jev is used in mobile end-to-end testing with improved efficiency.
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A community project using Jev to control a Tesla Full Self Driving simulator, offering a quick rebuild.
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Fast structured Android control loops with TypeSafe Jev and Mobile MCP.
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A project where Jev attempts to defeat the Pokémon League in Pokémon Gold, using basic controls to navigate and win.
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Raihan KhanA tool that analyzes public PR links to determine if they are safe to merge or need review, using Jev's capabilities.
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ZachiA PostgreSQL extension enabling natural language queries across databases.
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An AI-driven hedge fund utilizing Jev for fast and cost-effective trading decisions.
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Detects low-quality content in real-time as users scroll.
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Ian NuttallA community tool utilizing Jev to filter out unwanted reply-guy comments on platforms.
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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-jevVoir le projet ↗Source-linked curation
Nate HerkJev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
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Jev améliore l'efficacité de la chaîne de sécurité, offrant une réduction de coût de 5 fois et un traitement plus rapide tout en maintenant une plus grande précision que les modèles plus petits.
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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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Curated list of official resources and community projects for TypeSafe, System One models, and Jev, with a GitHub Pages site.
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Jarrod WattsA trading bot using Jev to decide buy/sell actions based on asset price feeds and executing real trades.
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Camera-only autonomous drone in MuJoCo with a small judgment model (TypeSafe Jev) in the loop at 2.5Hz.
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A command-line interface for Jev that provides answers and exit codes based on input questions.
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A developer project for agent classification and selective reading using an agent plugin and MCP tool.
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x.comA collection of notable Jev projects shared on X, highlighting various applications and experiments.
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Page d'accueil de l'entreprise, liste d'attente et aperçu des produits.
typesafe.aiTypeSafe AIVoir le projet ↗Source-linked curation
A 30-minute internal session on Jev attended by over 50 engineers, generating more than 50 product ideas.
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x.comJev differs from LLMs by evaluating predefined decisions directly, enabling parallel processing of independent questions.
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AbolA demonstration where Jev was given $10,000 to trade.
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Mike TaylorA tool using Jev to efficiently evaluate content by producing probabilities instead of text, faster and cheaper than traditional models.
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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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Jev is discussed with examples of Choice, Noul, and Score in a Python project.
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A curated list of Jev use cases, projects, SDKs, and resources. Jev is TypeSafe AI's System One model for fast, typed decisions in software — Choice, Score, and Noul with calibrated probabilities.
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A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for typed decisions.
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Marcus LoweA tool using Jev to make copy-paste interactions smarter by deciding content based on context.
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Ilias IsmMoved hard-coded rules to Jev for faster AI processing and reduced costs in projects like aiseotracker and linkdr.
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A GitHub project that uses Jev to triage and route posts from the live Bluesky firehose with human oversight.
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x.comExplains Jev's role in automating decision-making processes and enabling new business models through efficient task sorting and classification.
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tamaraEnables instant compaction by scoring and filtering tool calls efficiently.
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Kun ChenAn agent plugin using Jev to determine optimal points for session compaction, improving efficiency in context management.
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x.comA 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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