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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. Listen or watch on YouTube, Spotify, or Apple Podcasts 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/ Production and marketing by https://penname.co/. For inquiries about sponsoring the podcast, email [email protected].
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