Jev AI Hub
Start Learning

Independent Jev ecosystem hub

Learn, Build and Explore the Jev Ecosystem

Learn TypeSafe Jev, discover real-world projects, explore integrations, follow ecosystem updates, and build with practical examples and developer tools.

Real request shape from TypeSafe's quickstart

{
  "model": "jev-latest",
  "state": "Hi, I've been trying to connect my Stripe account for 3 days and the integration keeps failing. I'm losing sales. Please help ASAP.",
  "questions": {
    "department": {
      "type": "choice",
      "instructions": "Which team should handle this",
      "criteria": {
        "billing": "Payment or subscription issues",
        "technical": "Bugs or integration problems",
        "sales": "Pricing or account questions"
      }
    },
    "is_urgent": {
      "type": "noul",
      "instructions": "The message conveys urgency or time-sensitivity"
    }
  }
}

What is Jev?

Jev is a System One Model developed by TypeSafe for fast structured decisions such as classification, routing and scoring. You send a state — a string, JSON object, or array of text — plus typed questions. Jev returns answers your code can use directly: a selected option, a rubric score, or a yes/no probability. It is not a chatbot and it does not write replies. TypeSafe is the vendor; Jev is the model; System One is the model class.

Jev ecosystem projects

All projects

Includes applications that call hosted Jev, independent models with compatible APIs, and related libraries. A listing does not imply a TypeSafe partnership.

Explore the ecosystem

Overview

Learn Jev

Popular use cases

All use cases

Latest updates

Changelog
Site update

SDK migration, experimental images, and Box guides

Updated SDK guidance for Python 0.7.5 and JavaScript 0.7.0, added model migration and experimental image guides, and corrected content dates, page titles, sitemap duplicates, and RSS identifiers. Examples distinguish illustrative output from live measurements.

Site update

Hub sync: Jev 1.14 docs, sitemap, and GitHub snapshots

Updated guides and pricing config for jev-1.14.0 and the jev-preview alias, documented long-context headers and per-organization rate limits, refreshed GitHub star counts for published ecosystem projects, expanded the sitemap with /pricing/, /api/, and /getting-started/, and added a default Open Graph image plus an optional IndexNow postbuild hook.

Version update

Jev 1.14.0 released; jev-preview points at 1.14

TypeSafe published jev-1.14.0 on the models page. Input pricing matches jev-1.13.0 ($0.042 per million input tokens, output free). jev-latest still points at jev-1.13.0; jev-preview now points at jev-1.14.0. Long context (262k limits) is available on both versions via the TypeSafe-Danger-Zone-Long-Context header. Public rate-limit numbers were removed in favor of per-organization limits in the developer console.

New project

Open-source System One directory

New profiles for Kev, Laya, Von, SemIf, AnyJev, NanoJev, jevc, pi-jev-auto-mode, and jevmetrics, plus guides for the open-source landscape, coding-agent gates, confidence routing, composite scoring, and the official pattern and cookbook index. GitHub star counts were captured from the GitHub API on this date. Author-reported accuracy stays labeled as author-reported.

Version update

Jev 1.13.0 price unchanged; published rate limits are lower

The official models page still lists jev-1.13.0 at $0.042 per million input tokens, with output tokens free. jev-latest and jev-preview both still point at jev-1.13.0. There is no model named Jev 1.3. The same page now lists 100,000 tokens per second and 40 requests per second, and says those limits can move while demand is high.

Developer tools

Recommended guides

Jev 1.14 and SDK Migration GuideKeep a versioned model for established text workflows. Upgrade SDKs deliberately, then evaluate experimental images and Box separately.Jev Images TutorialJev 1.13 and 1.14 accept experimental images with an opt-in header. Start with a presence question before acting on its answer.Jev Box: Locate an Image TargetBox is an experimental Jev 1.14 question returning a rectangle. Check presence separately: an absent target still receives a box.Jev Ultrafast Explained: a 7-Second Browser AgentWhat browser-use/jev-ultrafast is: a browser agent that uses Jev for fast action choices and a small LLM only when it must type text.What is Jev AI?What is Jev? Jev is TypeSafe's Jev AI model — a System One model for classification, routing and scoring, not a chat LLM.Open-Source System One ModelsIndependent decision models and libraries that follow Jev's request shape. Author-reported numbers stay labeled as author-reported.How to Use JevHow to use TypeSafe Jev: get access, send state plus Choice, Score, or Noul questions, and branch on typed answers in Python, TypeScript, or cURL.Getting Started with JevHow to use Jev: get a TypeSafe key or a gateway key, set TYPESAFE_API_KEY, and make your first API call with Playground, cURL, Python, or TypeScript.Jev APITypeSafe Jev API documentation: authentication, POST /v1/systemone, question types, responses, errors and examples.What is a System One Model?What is a System One model? Jev is TypeSafe's first System One model: fast structured decisions for software, trained with RLCD.Jev PricingJev API pricing from TypeSafe's official models page: $0.042 per million input tokens for Jev 1.13 and 1.14, output free, last verified 2026-10-16.

FAQ

What is Jev?

Jev is TypeSafe's flagship System One model. You send a state and typed questions; it returns structured answers, probabilities, and, for Choice and Score, confidence.

What is TypeSafe AI?

TypeSafe AI is the company that builds Jev. TypeSafe is the vendor; Jev is the model; System One is the model class.

Is Jev AI Hub the official TypeSafe site?

No. Jev AI Hub is an independent educational resource. It is not affiliated with or endorsed by TypeSafe.

Is Jev an LLM?

No. Jev understands natural-language input but does not generate prose, code, or explanations. It returns Choice, Score, and Noul answers your code can branch on.

How do I use Jev?

Existing TypeSafe accounts use a console key. New direct signups were paused on 2026-09-24; OpenRouter and Vercel AI Gateway still document a path. Then POST state plus typed questions. Start with How to Use Jev.

What are Choice, Score, and Noul?

These text decision primitives select an option, rate on a rubric, or return a yes/no probability. Experimental Box questions locate a target in an image on Jev 1.14.

How much does the Jev API cost?

When last verified, official docs listed $0.042 per million input tokens, with output tokens free. Check the pricing page and TypeSafe's models page before budgeting.

Is Jev open source?

The hosted model is not. TypeSafe publishes the API and the SDKs. Independent projects such as Kev, Laya, and Von serve the same request shape with their own weights. The writeup is at /jev/open-source/.

Can I fine-tune Jev?

Official docs say Jev is not fine-tuned or LoRA-adapted with customer data. You shape answers through state, instructions, and criteria.