Jev

Jev

Fast, structured AI decisions for software automation

472upvotes
Launched September 21, 2026

About Jev

Jev by TypeSafe AI is an innovative AI decision-making tool designed for software automation and developer integration. Unlike traditional language models that generate free-flowing text, Jev delivers structured, probabilistic responses—Choice, Score, and Noul—allowing developers to incorporate calibrated AI decisions directly into their code. Its standout feature is rapid parallel sampling, offering response times between 70-500ms, which is significantly faster and more cost-effective than conventional large language model workflows. This efficiency, combined with free output tokens, makes Jev particularly attractive for teams seeking reliable, high-speed AI decision support without the hefty costs typically associated with LLMs. Available directly to users at console.typesafe.ai with no waitlist, Jev aims to empower developers with streamlined, structured AI insights for automating complex tasks.

Screenshots

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Pros

  • Highly fast response times (~70-500ms) for real-time decision-making
  • Significantly lower cost compared to traditional LLM workflows
  • Structured, typed outputs (Choice, Score, Noul) suitable for direct code integration
  • Parallel sampling for efficiency and scalability
  • No waitlist, easy access for all users

Cons

  • Limited information on customization and integration options
  • No user reviews or ratings available yet
  • Focuses on decision outputs rather than free-form text generation

Use Cases

1Automating decision-making in software workflows
2Enhancing AI-powered chatbots with structured responses
3Risk assessment and scoring in financial or security applications
4Real-time content moderation and filtering
5Intelligent routing and task prioritization in operational systems
6Decision support in AI-driven analytics

Pricing

Pricing not verified

Quick Info

Upvotes472
Comments13
Launched9/21/2026

Topics

APIDeveloper ToolsArtificial Intelligence

Makers

Erik Gafni

Erik Gafni

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