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Recent activityA FIELD GUIDE TO JEV / VOL. 01
The best of Jev. Real projects, practical guides and ideas from across the internet.
THE OFFICIAL SIGNAL 4 HIGHLIGHTS
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.
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 everyoneExplore this project ↗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 useExplore this project ↗Start with the Launch Post. Explore four official signals.
301 resources
AI-assisted summaries and translations. Check original sources for context and performance claims.
Active-learning CLI that uses human labels and GEPA to improve Jev decision definitions.
github.comsutro-sh/jev-alignExplore this project ↗
EnglishSource-linked curation
A predictive app launcher using Jev to interpret user intent and enhance app discovery.
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A community post describing adaptive in-app support using Jev to provide real-time assistance based on user struggles.
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A curated list of awesome Jev / TypeSafe System One applications, libraries, and resources.
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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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A tool controlling Ableton Live with concise commands, leveraging Jev's decision-making capabilities.
github.comokinaaudio/live-jevExplore this project ↗EnglishSource-linked curation
High-speed recursive AI Elo tournament engine powered by Jev and Swiss matchmaking.
github.comopaielsheikh/ai-elo-rankerExplore this project ↗EnglishSource-linked curation
TrustGate — indie media T&S gate via TypeSafe Jev.
github.comndolinschi/trustgateExplore this project ↗EnglishSource-linked curation
Hemant Kumar on his 151M ModernBERT reproduction: 0.83% adaptive calibration error, 3.0% of predictions flip when the option list is reversed, 35.6ms on CPU, with the failed use cases reported alongside the wins.
x.comVerdict (Open-jev) launch threadExplore this project ↗EnglishSource-linked curation
Peter WangX timeline labeler. A community post describing a Chrome extension that categorizes X posts into types like engagement bait or promo.
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Using Jev to create Clay workflows instantly, leveraging its capabilities for rapid development.
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x.comA collection of notable Jev projects shared on X, highlighting various applications and experiments.
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Zod validates the shape, Jev validates the meaning: semantic checks on request bodies become calibrated probabilities you threshold in code.
github.comjomatsu/zod-jevExplore this project ↗EnglishSource-linked curation
Recursive Jev choice over a taxonomy. Select from more than 255 options without breaking TypeSafe Jev's choice cap.
github.comreachjalil/jev-treeExplore this project ↗EnglishSource-linked curation
A simple Spring Boot 4 starter for TypeSafe Jev using Spring MVC and RestClient.
github.comdanvega/jev-spring-boot-starterExplore this project ↗EnglishSource-linked curation
Curated Jev resources and runnable examples for typed AI decisions.
github.comAppitStudio/awesome-jevExplore this project ↗EnglishSource-linked curation
Arbiter provides a tool to serve custom decision models through a Jev-shaped API, allowing developers to create tailored decision-making systems.
github.com0xBakeer/arbiterExplore this project ↗EnglishSource-linked curation
Put your code comments on trial. Powered by Jev.
github.comntedvs/commentcopExplore this project ↗EnglishSource-linked curation
An idiomatic Zig client for the TypeSafe AI API.
github.commattneel/typesafe.zigExplore this project ↗EnglishSource-linked curation
Pull request adding Jev to station-suggestion reranking in the TrainLCD transit app.
github.comTrainLCD/Functions/pull/33Explore this project ↗EnglishSource-linked curation
CartShield — SMB checkout fraud disposition via TypeSafe Jev.
github.comndolinschi/cartshieldExplore this project ↗EnglishSource-linked curation
Desktop writing app using Jev for fast structured writing judgments.
x.comJev in a Grammarly-style Mac appExplore this project ↗EnglishSource-linked curation
Milind SoniOpen-source AI-driven pointer companion for Mac, using Jev or Gemini Live to control the cursor with local processing.
x.comTipTourExplore this project ↗EnglishSource-linked curation
Codebase search powered by Jev from @typesafe-ai.
github.comellipsis-dev/blinkExplore this project ↗EnglishSource-linked curation
Free, no-signup Noul demo. Ask a question, get yes, no, or maybe, with web search when needed.
yesno.coderai.devYes / NoExplore this project ↗EnglishSource-linked curation
x.comJev is integrated with Cloudflare AI Gateway to provide structured answers to typed questions.
x.comJev on Cloudflare AI GatewayExplore this project ↗EnglishSource-linked curation
A teleprompter of talking points that checks each one off as you cover it, using TypeSafe's Jev Score questions.
github.comfinetuningsingh/intelliprompterExplore this project ↗EnglishSource-linked curation
A tool for tracking decisions made by Jev, using Arize's instrumentation for detailed analysis.
arize.comTrace every judgment with PhoenixExplore this project ↗EnglishSource-linked curation
CLI that finds PII in text with TypeSafe Jev: presence, sensitivity, and located spans.
github.comcoo-quack/jev-pii-checkerExplore this project ↗EnglishSource-linked curation
A compiler for human language. Paste text, get diagnostics. Measured by TypeSafe Jev.
github.comasfarsadewa/human-compilerExplore this project ↗EnglishSource-linked curation
PHP SDK for TypeSafe's Jev: send text and typed questions, get typed answers with calibrated confidence. PHP 8.1+, works with any PSR-18 client, Laravel 8–13.
github.commzainzulifqar/jev-php-sdkExplore this project ↗EnglishSource-linked curation
Ruby client for typesafe.ai.
github.comjoshmn/typesafe-sdkExplore this project ↗EnglishSource-linked curation
Scam text message filter powered by TypeSafe's Jev model.
github.comShupingR/scam-shieldExplore this project ↗EnglishSource-linked curation
Anthony Maio's essay on what a model that cannot generate text is for.
anthonymaio.substack.comJev: The Language Model That Will Not TalkExplore this project ↗EnglishSource-linked curation
Typesafe/Jev public X demo.
github.comcardotrejos/jev-should-i-applyExplore this project ↗EnglishSource-linked curation
Work-in-progress demo of Jev driving Minecraft, including fleeing zombies at night.
reddit.comJev plays Minecraft (r/accelerate)Explore this project ↗EnglishSource-linked curation
Run a JSON Schema through TypeSafe's Jev API, and get JSON back.
github.comKiln-AI/jev_jsonschemaExplore this project ↗EnglishSource-linked curation
三大クラウドの機能名を、TypeSafe AI の System One モデル Jev が確率つきで判定するデモ.
github.comminorun365/jev-cloud-quizExplore this project ↗EnglishSource-linked curation
Dasheng is a GitHub tool combining speech recognition with Jev for real-time word-by-word transcription and marking of spoken content.
github.comwquguru/dashengExplore this project ↗
简体中文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-devExplore this project ↗EnglishSource-linked curation
Selective list behind a 10-star bar, with hands-on reviews at mrjev.com recording what each tool sends and where.
github.comMrJev/awesome-jevExplore this project ↗EnglishSource-linked curation
A developer project involving three Claude Code hooks that query Jev for specific information.
github.comjakenbear/the-jev-enatorExplore this project ↗EnglishSource-linked curation
Demos to test the effectiveness of TypeSafe's "Jev" System One Model.
github.comBud-ro/jev-demosExplore this project ↗EnglishSource-linked curation
Pydantic AI capabilities made stronger with Jev: small runnable demos, one file each.
github.comadtyavrdhn/pydantic-jev-examplesExplore this project ↗EnglishSource-linked curation
HireSignal — resume first-pass fit+interview via TypeSafe Jev.
github.comndolinschi/hiresignalExplore this project ↗EnglishSource-linked curation
A polished OpenAI + TypeSafe Jev terminal interface for answers with transparent decision reports.
github.comhaseeb-heaven/jev-system-oneExplore this project ↗EnglishSource-linked curation
TypeScript CLI that finds code, docs, logs, and text by natural-language conditions using Jev Noul judgments, with probability thresholds, source lines, and cached results.
github.comYehuiTang0316/jev-nlgrepExplore this project ↗EnglishSource-linked curation
Probabilistic decisions for Python. Use Jev or bring your own provider; crawl with Playwright.
github.comyairshy/decidoExplore this project ↗EnglishSource-linked curation
An integration with jev by typesafe.ai in Rust.
github.comtinyhumansai/tinyjevclientExplore this project ↗EnglishSource-linked curation
A guide on integrating Jev with LiteLLM for simplified model calls through an existing proxy.
docs.litellm.aiJev through LiteLLMExplore this project ↗EnglishSource-linked curation
A developer tool for decision runtime with zero-token caching and a calibrator, collected for the tools shelf.
github.comseb4ez/jevguardExplore this project ↗EnglishSource-linked curation
Give your Jev language.
github.comNolane-x/JEV-languageExplore this project ↗EnglishSource-linked curation
Page-level demo where Jev picks which candidate link to click toward a goal.
x.comWiki-link clicker demoExplore this project ↗EnglishSource-linked curation
A directory of Jev-related demos with categorization and submission options.
jevable.comJevableExplore this project ↗EnglishSource-linked curation
Community Go SDK for TypeSafe AI Jev / System One.
github.comStumble/jev-goExplore this project ↗EnglishSource-linked curation
Small dependency-free CLI for TypeSafe Jev.
github.comtumf/jev-cliExplore this project ↗EnglishSource-linked curation
Low-latency audio censorship POC using Jev typed decisions and ffmpeg.
github.comsantos-sanz/jev-audio-beeperExplore this project ↗EnglishSource-linked curation
Work-in-progress PR reviewer with plain-English Jev rules.
x.comjev-rabbit PR review botExplore this project ↗EnglishSource-linked curation
x.comJev is explained in a community post with no detailed technical information.
x.comJev Clearly ExplainedExplore this project ↗Source-linked curation
Idiomatic Go SDK for the TypeSafe AI API.
github.comzhirschtritt/typesafe-goExplore this project ↗EnglishSource-linked curation
Test a post against 10,000 synthetic personas before you publish it.
crowdcheck-ai.vercel.appCrowdcheckExplore this project ↗EnglishSource-linked curation
Latency-first Rust SDK for TypeSafe System One.
github.comAbdelStark/typesafe-rsExplore this project ↗EnglishSource-linked curation
PHP & Laravel SDK for TypeSafe AI's JEV Model series.
github.combinnash/typesafe-sdkExplore this project ↗EnglishSource-linked curation
Semantic schemas over TypeSafe's Jev — validate the state locally, then project typed answers.
github.commateonunez/jodExplore this project ↗EnglishSource-linked curation
Compare GPT generated language with JEV structured Noul decisions on the same input.
github.comTanayPadar/gpt-vs-jevExplore this project ↗EnglishSource-linked curation
Typed decisions from a System One model. An uncertain answer is a different type from a confident one — and the compiler makes you handle it.
github.comqddegtya/qualmExplore this project ↗EnglishSource-linked curation
Go SDK for TypeSafe AI API https://docs.typesafe.ai/api.
github.comchez-shanpu/typesafeai-goExplore this project ↗EnglishSource-linked curation
📡 全网最全 · The world's most comprehensive tracker of the Jev (TypeSafe AI System One) ecosystem — 220+ documented cases · 108 confidence-graded entries · verified & rescanned every 3 hours · API access guide included.
github.comeveryinfra/jev-radarExplore this project ↗EnglishSource-linked curation
Typed semantic decisions for Unix pipelines and CI, powered by TypeSafe AI Jev.
github.comsharziki/semdecideExplore this project ↗EnglishSource-linked curation
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-testExplore this project ↗EnglishSource-linked curation
Go SDK for the TypeSafe AI API — typed questions in, probability distributions out.
github.comTangerg/typesafe-sdk-goExplore this project ↗EnglishSource-linked curation
A GitHub tool that requests Jev's approval before merging pull requests.
github.commetalbear-co/jev-auto-approveExplore this project ↗EnglishSource-linked curation
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4 HIGHLIGHTS
Tools & apps
Source-linked curation