AI-assisted summaries and translations. Check original sources for context and performance claims.
Shawn Simister
A logic interpreter uses plain English to enable Jev to perform reasoning tasks it cannot handle alone.

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MrJev
Selective list behind a 10-star bar, with hands-on reviews at mrjev.com recording what each tool sends and where.
github.comMrJev/awesome-jevZobacz projekt ↗
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aaron
Aaron Levin: 155x cheaper than Opus 5, about 20x faster, and it generalizes across operating systems.

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MetalBear
A GitHub tool that requests Jev's approval before merging pull requests.
github.commetalbear-co/jev-auto-approveZobacz projekt ↗
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Sim Audience
A community post describes an A/B test using Jev to analyze 4,000 demographic profiles, demonstrating its speed in processing and evaluating content.
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TanayPadar
Compare GPT generated language with JEV structured Noul decisions on the same input.
github.comTanayPadar/gpt-vs-jevZobacz projekt ↗
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X0EF
List of projects that use typesafe's jev.
github.comX0EF/jev_projectsZobacz projekt ↗
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Seb4Ez
A developer tool for decision runtime with zero-token caching and a calibrator, collected for the tools shelf.
github.comseb4ez/jevguardZobacz projekt ↗
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valentynkit
Typed decisions with TypeSafe's Jev, the first System One model.
github.comvalentynkit/awesome-jev-typesafeZobacz projekt ↗
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Mau Baron
Jev autonomously controls multiple characters in a video game with rapid decision-making.
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Marek Sotak
A tool that monitors user interactions and intervenes only when it detects confusion or difficulty, using Jev to determine appropriate responses.
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Thorsten Ball
Jev predicts upcoming shell commands by analyzing historical command data.

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AboveColin
Async Python client for TypeSafe Jev. Typed questions in, probabilities and choices out, no prose to parse.
github.comAboveColin/jevclientZobacz projekt ↗
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Stumble
Community Go SDK for TypeSafe AI Jev / System One.
github.comStumble/jev-goZobacz projekt ↗
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Tamir
JevForm creates adaptive forms that change based on user input meaning rather than fixed if-then logic.
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William Prout
A playful tool using Jev to provide random answers to questions.

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x.com
A guide for installing Jev skills, highlighting its potential to replace traditional LLM usage.
x.comGetting started: install the skillZobacz projekt ↗
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Kevthetech143
A small, extensible decision-to-action harness for TypeSafe Jev.

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ellipsis-dev
Codebase search powered by Jev from @typesafe-ai.
github.comellipsis-dev/blinkZobacz projekt ↗
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Yinsongxu
Adapt local language models into Jev-compatible structured decision engines with Choice, Score, and Noul outputs powered by prefill-only binary inference.
github.comYinsongxu/LLM2JevZobacz projekt ↗
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archerhume.com
A guide exploring Jev's architecture through 10,000 API calls.

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Abid A Gafoor
A Mac voice diary tool that uses Jev for sorting and integrates with Notion.

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x.com
A collection of notable Jev projects shared on X, highlighting various applications and experiments.

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soderlind
Connect WordPress to TypeSafe's Jev System One model for structured decisions (choice, score, noul).
github.comsoderlind/ai-provider-for-jevZobacz projekt ↗
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mizzlelover
JEV HUB · X 上关于 TypeSafe AI「系统一模型」Jev 的长文与演示视频聚合(保留原链与作者)| 谁是专家 出品.
github.commizzlelover/jev-hubZobacz projekt ↗
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y0usaf
Ask Jev typed questions from the shell: noul, choice, and score answers as numbers, not prose.
github.comy0usaf/typesafe-cliZobacz projekt ↗
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joshmn
Ruby client for typesafe.ai.
github.comjoshmn/typesafe-sdkZobacz projekt ↗
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ifahimreza
Jev labels category, urgency, and human-versus-auto handling for support tickets.
x.comSupport ticket classifierZobacz projekt ↗
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p
Latent Space's launch-day roundup: over 100x faster and 200x cheaper than small frontier LLMs.
www.latent.spaceAINews: Jev, a System One Model that only decidesZobacz projekt ↗
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logan-markewich
A self-hosted drop-in replacement for TypeSafe's jev, powered by GliFormer.
github.comlogan-markewich/jeffZobacz projekt ↗
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madewithjev.com
A report detailing all public Jev builds in the first week, including cost, time, and repository metadata for research use.
madewithjev.comThe Jev Build ReportZobacz projekt ↗
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Kitze
A self-hosted skills library with optional Jev recommendations.

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blog.lepine.pro
Jev is discussed with examples of Choice, Noul, and Score in a Python project.

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Jack Cheng
A tool that uses Jev to convert pointing and speech into drawing actions on a canvas.
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Aditya Singh
A demo project enabling voice commands for Fusion 360, where Jev identifies if speech is a command or casual talk.
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C.H Lee
A React app that estimates an age range based on a Korean name, described as a developer tool.

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sharziki
Typed semantic decisions for Unix pipelines and CI, powered by TypeSafe AI Jev.
github.comsharziki/semdecideZobacz projekt ↗
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cbetz
Twelve members. Zero qualifications. A playful TypeSafe AI council with animated votes, inspectable decisions, and shareable verdicts.
github.comcbetz/extremely-specific-councilZobacz projekt ↗
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TianyuCodings
Compact version of Jev that generates full probability distributions in a single forward pass.

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Marcel Pociot 🧪
A tool that provides quick actions based on clipboard content, specifically for macOS.

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docs.litellm.ai
A guide on integrating Jev with LiteLLM for simplified model calls through an existing proxy.
docs.litellm.aiJev through LiteLLMZobacz projekt ↗
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valentynkit
Neovim plugin that asks the buffer a plain-language question: Treesitter splits it into functions, Jev scores each one, and answers land in quickfix ranked by probability.
github.comvalentynkit/jev.nvimZobacz projekt ↗
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yesno.coderai.dev
Free, no-signup Noul demo. Ask a question, get yes, no, or maybe, with web search when needed.
yesno.coderai.devYes / NoZobacz projekt ↗
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jeffloo886
🚀 Blazing-fast native macOS menu bar companion for Notion. Pure Swift & SwiftUI (<3MB), 8 languages.
github.comjeffloo886/jev-notionZobacz projekt ↗
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Wayne Sutton
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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jomatsu
Zod validates the shape, Jev validates the meaning: semantic checks on request bodies become calibrated probabilities you threshold in code.
github.comjomatsu/zod-jevZobacz projekt ↗
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x.com
Jev offers versatile use cases, with a community post suggesting potential for rapid SaaS growth.
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kieranklaassen
TypeSafe structured-output provider for RubyLLM 2.
github.comkieranklaassen/ruby_llm-typesafeZobacz projekt ↗
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cardotrejos
Typesafe/Jev public X demo.
github.comcardotrejos/jev-should-i-applyZobacz projekt ↗
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newuser7171
Antivirus scanner and real-time defense sentinel: extracts structural features from executables, scripts, and documents (entropy, hashes, strings, PE imports) and has Jev judge whether each is malicious.
github.comnewuser7171/antivirusZobacz projekt ↗
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Twister915
Typed TypeSafe AI clients for Rust, with async and blocking backends and observable retries.
github.comTwister915/typesafe-aiZobacz projekt ↗
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Abhishek kothari
A tool for calibrating Jev's confidence thresholds, presented as an open-source solution.

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Kiln-AI
Run a JSON Schema through TypeSafe's Jev API, and get JSON back.
github.comKiln-AI/jev_jsonschemaZobacz projekt ↗
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Zaid
A browser-based search tool that uses a 27K-parameter model to parse queries with Jev's assistance.

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tech.layerx.co.jp
A 30-minute internal session on Jev attended by over 50 engineers, generating more than 50 product ideas.

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model-clis
A command-line interface for Jev that provides answers and exit codes based on input questions.

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santos-sanz
Low-latency audio censorship POC using Jev typed decisions and ffmpeg.
github.comsantos-sanz/jev-audio-beeperZobacz projekt ↗
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Anshu
A project exploring pixel-level image generation through parallel decision-making processes.
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rauchg
Guillermo Rauch: Jev reviews every fx command, faster and more accurate than a chat model.
x.comVercel fx: Jev as a command safety reviewerZobacz projekt ↗
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Bud-ro
Demos to test the effectiveness of TypeSafe's "Jev" System One Model.
github.comBud-ro/jev-demosZobacz projekt ↗
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jxucoder
Rewrite AI drafts in your own voice with a bounded TypeSafe feedback loop.
github.comjxucoder/mimicryZobacz projekt ↗
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trou
A tool that processes trading signals to generate intelligent decisions, enhancing system responsiveness.
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x.com
Jev is integrated with Cloudflare AI Gateway to provide structured answers to typed questions.
x.comJev on Cloudflare AI GatewayZobacz projekt ↗
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Marek Sotak
A community post describing adaptive in-app support using Jev to provide real-time assistance based on user struggles.

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Olti1947
Idiomatic Java SDK for TypeSafe AI Jev System One decision engine.
github.comOlti1947/jev-javaZobacz projekt ↗
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dmx.to
X client with Jev smart rules that filter the timeline by usefulness, type, and topic.
dmx.todmx.toZobacz projekt ↗
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WeSecureYou
Job Risk Analyzer: CLI and REST API that uses Jev to score an occupation's exposure to AI-driven layoffs and its resilience.
github.comWeSecureYou/Jev-testZobacz projekt ↗
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jevclassifier.vercel.app
Local Telegram channel JSON analyzer for intent, quality, sentiment, and speaker tone.
jevclassifier.vercel.appJev ClassifierZobacz projekt ↗
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logicrw
Awesome Jev: source-backed open-source ecosystem radar, plain-language project discovery, and automatic GitHub sync.

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CJ (Coding Garden)
A chat bot using Jev without a large language model, providing instant responses by integrating web search, Wikipedia, weather, and other tools.
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www.youtube.com
Jev processes natural language with structured outputs and confidence levels, but it is not a traditional large language model.

YouTube · Zobacz projekt
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Anusha
A tool that uses Jev to quickly decide on GitHub PR approvals by analyzing CI, diff size, and reviews in 200 ms.
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