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
Лучшее о Jev: реальные проекты, практические руководства и идеи со всего интернета.
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 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 useПодробнее о проекте ↗TypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
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 everyoneПодробнее о проекте ↗Four official signals. A fresh starting point on each visit.
301 материалов
AI-assisted summaries and translations. Check original sources for context and performance claims.
TypeSafe Jev for OTP: reply to Jev from a GenServer and pattern match on its answer.
github.comdannote/jevПодробнее о проекте ↗Source-linked curation
Jev model demonstrates fast decision-making in a strategy game. Achieves high-speed gameplay with minimal visual feedback.
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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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A developer project involving three Claude Code hooks that query Jev for specific information.
github.comjakenbear/the-jev-enatorПодробнее о проекте ↗Source-linked curation
A playground for experiments around Jev, TypeSafe's System One model.
github.commarkjaquith/typesafe-ai-playgroundПодробнее о проекте ↗Source-linked curation
Independent async and blocking Rust SDK for the TypeSafe AI System One API.
github.comgilljon/typesafe-ai-rsПодробнее о проекте ↗Source-linked curation
TypeSafe Jev playground — custom Choice/Score/Noul builder with live distributions.
github.comndolinschi/jevplayПодробнее о проекте ↗Source-linked curation
A tool that processes trading signals to generate intelligent decisions, enhancing system responsiveness.
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A community post describing control of a simulated fly.
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Put your code comments on trial. Powered by Jev.
github.comntedvs/commentcopПодробнее о проекте ↗Source-linked curation
BRRRRRRRRRRRRRRRRRRRRRR.
github.comcollapseindex/jev-ultralightspeedПодробнее о проекте ↗Source-linked curation
An experiment exploring Jev's ability to solve pathfinding problems compared to traditional algorithms like A*.
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Local tactics shrink 225 moves to about 40 candidates, then Jev picks among tiered options.
x.comJev gomoku harnessПодробнее о проекте ↗Source-linked curation
Use Jev (TypeSafe's System One model) as a calibrated reranker: one call, up to 30 documents, a probability per document. Apache-2.0.
github.comhev/rerankerПодробнее о проекте ↗Source-linked curation
Selects source-linked evidence within a token budget using Jev Noul relevance judgments and local diversity-aware selection.
github.comkeltokhy/jselectПодробнее о проекте ↗Source-linked curation
A developer tool for decision runtime with zero-token caching and a calibrator, collected for the tools shelf.
github.comseb4ez/jevguardПодробнее о проекте ↗Source-linked curation
Jev tags X posts in real time with labels like 'breaking,' 'golden nugget,' or 'slop'.
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A Jev-compatible public API using an open model for fast parallel processing.
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A tool controlling Ableton Live with concise commands, leveraging Jev's decision-making capabilities.
github.comokinaaudio/live-jevПодробнее о проекте ↗Source-linked curation
Evidence-backed use cases, patterns, and guidance for building with Jev, TypeSafe AI's System One model. Every claim is labeled and sourced.
github.comaliaihub/awesome-jev-usecasesПодробнее о проекте ↗Source-linked curation
Async Python client for TypeSafe Jev. Typed questions in, probabilities and choices out, no prose to parse.
github.comAboveColin/jevclientПодробнее о проекте ↗Source-linked curation
An experimental tool using Jev to lint Supabase Row Level Security policies.
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Swift SDK for TypeSafe AI.
github.comInsaneArts/typesafe-sdk-swiftПодробнее о проекте ↗Source-linked curation
Experimental: live X draft viral scorer powered by TypeSafe Jev.
github.compekth/draftpulseПодробнее о проекте ↗Source-linked curation
A supervised Mint client for the TypeSafe AI System One API.
github.comhfiguera/typesafe_aiПодробнее о проекте ↗Source-linked curation
Ask Jev typed questions from the shell: noul, choice, and score answers as numbers, not prose.
github.comy0usaf/typesafe-cliПодробнее о проекте ↗Source-linked curation
Val Town demo where 16 typed judgments update live as you type.
typesafe-demo.val.runTypeSafe TypewriterПодробнее о проекте ↗Source-linked curation
A directory of Jev-related demos with categorization and submission options.
jevable.comJevableПодробнее о проекте ↗Source-linked curation
Go SDK for TypeSafe AI API https://docs.typesafe.ai/api.
github.comchez-shanpu/typesafeai-goПодробнее о проекте ↗Source-linked curation
A Mac voice diary tool that uses Jev for sorting and integrates with Notion.

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Anthony Maio's essay on what a model that cannot generate text is for.
anthonymaio.substack.comJev: The Language Model That Will Not TalkПодробнее о проекте ↗Source-linked curation
A teleprompter of talking points that checks each one off as you cover it, using TypeSafe's Jev Score questions.
github.comfinetuningsingh/intelliprompterПодробнее о проекте ↗Source-linked curation
A small Next.js app for experimenting with TypeSafe AI's Jev model (System One).
github.comLittle-Planet-Labs/jev-playgroundПодробнее о проекте ↗Source-linked curation
Neovim popup for jev-lens verdicts: do I need to look, which files, and strip the debris.
github.comrashedInt32/jev-lens.nvimПодробнее о проекте ↗Source-linked curation
Free, no-signup Noul demo. Ask a question, get yes, no, or maybe, with web search when needed.
yesno.coderai.devYes / NoПодробнее о проекте ↗Source-linked curation
An integration with jev by typesafe.ai in Rust.
github.comtinyhumansai/tinyjevclientПодробнее о проекте ↗Source-linked curation
A command-line interface for Jev that provides answers and exit codes based on input questions.

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A developer project focused on bug-bounty chain tools, with Jev gating each step in the process.
github.comundeemed/JcyberПодробнее о проекте ↗Source-linked curation
Jev enables users to create various applications using its architecture, as explained in a YouTube guide.
YouTube · Подробнее о проектеSource-linked curation
A tool for tracking decisions made by Jev, using Arize's instrumentation for detailed analysis.
arize.comTrace every judgment with PhoenixПодробнее о проекте ↗Source-linked curation
Grep by meaning, across languages. TypeSafe Jev scores every line against a meaning; combine meanings with AND/OR/NOT. 意味で探す grep。日本語で英語を、英語で日本語を検索できる.
github.comuehaj/jev-semgrepПодробнее о проекте ↗Source-linked curation
English full-duplex voice control for macOS with OpenAI Realtime, native Accessibility, and Jev.
github.combrudarko/jev-mac-voiceПодробнее о проекте ↗Source-linked curation
Page-level demo where Jev picks which candidate link to click toward a goal.
x.comWiki-link clicker demoПодробнее о проекте ↗Source-linked curation
An experiment using Jev to enhance search functionality with intent recognition for improved user experience.
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PHP & Laravel SDK for TypeSafe AI's JEV Model series.
github.combinnash/typesafe-sdkПодробнее о проекте ↗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.
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.NET SDK for the TypeSafe AI platform.
github.comHawxy/TypeSafeAI.NetПодробнее о проекте ↗Source-linked curation
同じ発言を jev と LLM の両方に判定させ、感情の変動値のズレと応答速度を1画面で見比べるデモ(affectus + Vercel AI Gateway).
github.comn-yokomachi/jev-devПодробнее о проекте ↗Source-linked curation
JevForm creates adaptive forms that change based on user input meaning rather than fixed if-then logic.
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A Kotlin DSL and client for TypeSafe's Jev model.
github.compambrose/jev4kПодробнее о проекте ↗Source-linked curation
A tool for calibrating Jev's confidence thresholds, presented as an open-source solution.
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Jev powers a predictive launcher that anticipates user intent based on typing patterns.
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Community Go SDK for the TypeSafe System One API with typed Choice, Score, and Noul questions plus retries, contexts, and structured errors.
github.comunimtx/typesafe-sdk-goПодробнее о проекте ↗Source-linked curation
An always-on assistant built with Jev that operates without a wake word, using probability to distinguish user intent.
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An idiomatic Zig client for the TypeSafe AI API.
github.commattneel/typesafe.zigПодробнее о проекте ↗Source-linked curation
Testing Jev's performance in automating Android end-to-end tests, showing faster results compared to other tools.
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High-speed recursive AI Elo tournament engine powered by Jev and Swiss matchmaking.
github.comopaielsheikh/ai-elo-rankerПодробнее о проекте ↗Source-linked curation
Typesafe/Jev public X demo.
github.comcardotrejos/jev-should-i-applyПодробнее о проекте ↗Source-linked curation
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 developer created an instant calorie tracking app using Jev for quick responses.
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A tool for automated risk review of pull requests using Jev.
github.comHexyeDEV/JevPRПодробнее о проекте ↗Source-linked curation
A community post suggesting Jev can be hired as a QA tester through @typesafeai.
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A tool that finds local makers using Jev, claiming high accuracy.
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Local A-share technical analysis using Jev Choice and Noul questions to assess direction and volatility across two horizons, with evidence for Buy/Hold/Sell assessments and no order execution.
github.comEric-Zhou-0302/jev-A-share-traderПодробнее о проекте ↗Source-linked curation
A tool that interprets spreadsheet intent rather than just recalculating numbers, providing rapid contextual analysis.
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Work-in-progress demo of Jev driving Minecraft, including fleeing zombies at night.
reddit.comJev plays Minecraft (r/accelerate)Подробнее о проекте ↗Source-linked curation
Jev plays Puyo Puyo. A community post describing an experiment where Jev makes decisions in a game by evaluating board states and strategies.
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Adapt local language models into Jev-compatible structured decision engines with Choice, Score, and Noul outputs powered by prefill-only binary inference.
github.comYinsongxu/LLM2JevПодробнее о проекте ↗Source-linked curation
Screens 360 resumes in 24.2 seconds with low cost and automated scoring.
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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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A predictive app launcher using Jev to interpret user intent and enhance app discovery.
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Compare GPT generated language with JEV structured Noul decisions on the same input.
github.comTanayPadar/gpt-vs-jevПодробнее о проекте ↗Source-linked curation