World Model · podcast knowledge graph

Jev for beginners: how to use it and what to build

2026-09-28 · 26 min · 23 entities

episode page audio

Asserted relationships

  • → references REST product
    0.77
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://docs.github.com/en/rest
  • → hosted by Claire Vo person
    0.55
    evidence rules-v5
    Feed author/publisher: Claire Vo
  • → discusses Technology company
    0.40
    evidence rules-v5
    Feed category: Technology
  • → references penname.co website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://penname.co/
  • → references chatprd.ai website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://chatprd.ai/
  • → references Quotes website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://api-ninjas.com/api/quotes
  • → references clairevo.com website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://clairevo.com/
  • → references vercel.com website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://vercel.com/ai
  • → references typesafe.ai website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://typesafe.ai/
  • → references Realtime website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://platform.openai.com/docs/guides/realtime
  • → references Gemini 3.5 Flash Lite website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://ai.google.dev/gemini-api/docs/models/gemini-3.5-flash-lite

Entities found in this episode

websites 16

  • mentioned penname.co website
    0.45
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://penname.co/
  • mentioned chatprd.ai website
    0.45
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://chatprd.ai/
  • mentioned Quotes website
    0.45
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://api-ninjas.com/api/quotes
  • mentioned clairevo.com website
    0.45
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://clairevo.com/
  • mentioned vercel.com website
    0.45
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://vercel.com/ai
  • mentioned typesafe.ai website
    0.45
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://typesafe.ai/
  • mentioned Realtime website
    0.45
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://platform.openai.com/docs/guides/realtime
  • mentioned Gemini 3.5 Flash Lite website
    0.45
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://ai.google.dev/gemini-api/docs/models/gemini-3.5-flash-lite
  • references penname.co website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://penname.co/
  • references chatprd.ai website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://chatprd.ai/
  • references Quotes website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://api-ninjas.com/api/quotes
  • references clairevo.com website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://clairevo.com/
  • references vercel.com website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://vercel.com/ai
  • references typesafe.ai website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://typesafe.ai/
  • references Realtime website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://platform.openai.com/docs/guides/realtime
  • references Gemini 3.5 Flash Lite website
    0.38
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://ai.google.dev/gemini-api/docs/models/gemini-3.5-flash-lite

products 2

  • mentioned REST product
    0.90
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://docs.github.com/en/rest
  • references REST product
    0.77
    evidence rules-v5
    Link in episode "Jev for beginners: how to use it and what to build": https://docs.github.com/en/rest

persons 2

  • mentioned Claire Vo person
    0.70
    evidence rules-v5
    Feed author/publisher: Claire Vo
  • hosted by Claire Vo person
    0.55
    evidence rules-v5
    Feed author/publisher: Claire Vo

companys 2

  • mentioned Technology company
    0.50
    evidence rules-v5
    Feed category: Technology
  • discusses Technology company
    0.40
    evidence rules-v5
    Feed category: Technology

concepts 1

Episode description as stored
Jev is TypeSafe AI’s new decision model. It returns type-safe structured values (a choice, a score, a probability) instead of generated text, at 4 cents per million input tokens with no output charge. This week I ran it on five real projects: PR categorization, a meta-analysis of my own Claude and Codex sessions, Gmail triage, the ChatPRD product insights graph, and a live audience dashboard built from 4,500 YouTube comments. What you’ll learn: What makes Jev fundamentally different from every other model I’ve used How I analyzed 1,700 PRs for 9 cents and what I found out about where my engineering effort actually went The personal meta-analysis you can run on your own Claude and Codex sessions right now Why I stopped using Jev alone, and what I pair it with now How I turned 4,500 YouTube comments into a searchable audience dashboard for almost nothing The real-time app I built in an afternoon that shows something surprising about Jev’s speed Why Jev’s pricing model is different from any LLM I’ve used, and what it makes practical to build The ChatPRD product insights project: 1,100 signals, 200,000 classifications, and what it cost me — Brought to you by: OpenArt —An all-in-one AI creation platform for images, videos, music, audio, and more — In this episode, we cover: (00:00) Jev launch and what makes it different from every other model (02:49) Type-safe values explained (05:28) Understanding Jev outputs (07:39) Use case 1: PR categorization and pairwise clustering (11:12) Use case 2: analyzing your own local Claude Code and Codex sessions (13:00) Use case 3: Gmail triage with Jev scoring and LLM follow-up (14:30) Use case 4: ChatPRD’s product insights graph (18:17) Demo: How I AI audience signal dashboard (22:14) Demo: voice-to-color emotion-mapping app (25:16) Jev week recap and what’s coming in episode 2 — Tools referenced: • Jev (TypeSafe AI): https://typesafe.ai • Vercel: https://vercel.com/ai • GitHub API: https://docs.github.com/en/rest • YouTube Data API v3: https://developers.google.com/youtube/v3 • OpenAI Realtime Voice API: https://platform.openai.com/docs/guides/realtime • Gemini 3.5 Flash-Lite: https://ai.google.dev/gemini-api/docs/models/gemini-3.5-flash-lite • API Ninjas Quotes API: https://api-ninjas.com/api/quotes — Where to find Claire Vo: ChatPRD: https://www.chatprd.ai/ Website: https://clairevo.com/ LinkedIn: https://www.linkedin.com/in/clairevo/ X: https://x.com/clairevo — Production and marketing by https://penname.co/ . For inquiries about sponsoring the podcast, email jordan@penname.co.