Jev case: It looked through 5,655 things our company did in

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Ran Jev over 5,655 company tasks, messages, emails, and calls, categorizing all of it in 22.8 seconds for $0.16.

The original post

Jev is INSANE. It looked through 5,655 things our company did in the last 90 days across every task, message, email, and call. Jev read and categorized all of it in 22.8s for $0.16 the same job on Fable is ~5 hours and $48

Engagement when collected

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Numbers are a snapshot taken from X when the case was added to the library (schema v1, collected 2026-09-19); they will not match today.

Where this case fits

Filed under classification & data extraction. In the pattern Jev is built for, the model answers a bounded question per step — and ordinary code acts on the answer, because the answer is already a value rather than a paragraph. Other posts in the same family are on the classification & data extraction page.

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Last updated: 2026-09-22 · sources & corrections · every card links to its author's original post