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JevMade field notes / Strategy article

Why is everyone talking about Jev

Tests the economics of moving decision-only calls off expensive models using an explicit hypothetical ticket-routing budget and a four-question audit of your existing API traffic.

Original by Bandan SinghEvaluationProductify newsletterOriginal published Source reviewed

Before you dive in

What you’ll find in the original

  1. Find calls that return only a label or fewer than about 20 output tokens.
  2. Compare a pilot against the cheap classifier you already use, not only a frontier model.
  3. Price the consequences of a wrong decision and the cost of evaluation before projecting savings.
Worth knowing

Its cost-saving percentages are scenario arithmetic, not observed customer results; the author lists claims they could not independently verify.