Jev tutorial: sort a whole pile of data in seconds
A walkthrough of Jev, which only makes judgments and never writes content, letting you bucket hundreds of emails, comments or job posts at once with confidence scores, plus the full steps to sign up, create a key and install the skill.
i genuinely don't understand why everyone isn't using this yet diogo almeida, one of the people behind chatgpt, spent two years in stealth and shipped this on monday. his own words about it: "jev is off the charts", the same frontier intelligence you're already paying for, "two orders of magnitude faster and more efficient" in normal words: jev is an ai that never writes anything. it only decides. yes or no, which pile does this go in, how good is it. one answer per item, under half a second each, with a number for how sure it is. it isn't writing anything, so it can't make anything up so you stop feeding chatgpt one thing at a time and hand jev the whole pile. 400 unread emails into reply today, later, never. 300 comments into questions, complaints, praise. 200 job posts into worth it and not. a competitor's entire ad library into what's actually working. the whole pile, in seconds, for cents full guide: > join the waitlist on http://typesafe.ai, people are approved the same day > open the dashboard and create an api key > tell claude or your agent: install the typesafe skill > paste your pile and name the buckets you want it sorted into > it hands everything back labelled, with a confidence number on each one no code, nothing to learn. someone ran 1,891 ads through it in 19 seconds for 12 cents, and it's free on vercel's gateway right now five minutes to set up, and the sorting job that used to eat your evening is done before you stand up full step-by-step guide, link below bookmark this
This post quotes another post: “Long read: how to build a Jev-powered agent stack”