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jevVIDEO

Jev full tutorial: from resume scoring to a browser agent

A 16-minute video tutorial explains how Jev makes classification decisions and walks through five builds: LLM routing, ticket triage, inbox classification, a slop filter and a fast browser agent.

PolyBender
@p0lybenderArchived 2026.09.22Originally posted 2026.09.21
PolyBender @p0lybenderOriginally posted 2026.09.21
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Jev: The AI Model That's Breaking The Internet (Full Tutorial) It's a new AI model from TypeSafe AI that cannot write a sentence, but makes decisions very fast. 00:00 - Meet Jev: The Decision-Only AI Model 00:17 - The Viral Tweet & Big Claims 00:51 - How Traditional LLMs Work 01:36 - How Jev Classifies in One Pass 2:37 - What Jev Can & Can't Do 4:14 - Community Builds Going Viral 5:03 - Getting Access & Dashboard Tour 6:01 - Playground Demo: Resume Scoring 7:18 - Jev vs ChatGPT Speed Test 7:39 - My Demo App, Pricing & Limits 8:56 - Build 1: Smart LLM Router 10:34 - Build 2: Support Ticket Triage 12:06 - Build 3: Inbox Classifier at Scale 13:04 - Build 4: Slop Filter & Title Scorer 13:56 - Cost Calculator: Jev vs LLM 14:47 - Build 5: Fast Browser Agent 16:47 - Final Thoughts & Takeaways Direct access to TypeSafe is early access with a waitlist. Jev is also available without the waitlist through Vercel AI Gateway and OpenRouter (beta). On OpenRouter it works only through its Decisions endpoint, so normal chat tools will not work.

This post quotes another post: x.com/p0lybender/status/2101765571096506841

x.com/p0lybender/status/2102042285970006184Archived 2026.09.22 10:18