jevPOST
Jev's calibrated classifier cuts agent costs 20x
In production, six judges call a calibrated classifier first that returns a probability in about 290ms, and only uncertain cases go to a large model, keeping the same pass rate at lower cost and latency.
Furqan Rydhan
@FurqanRArchived 2026.09.18Originally posted 2026.09.18
Furqan Rydhan @FurqanROriginally posted 2026.09.18
Jev is crazy. We just made our agent 20x cheaper. Six judges now live in production ask a calibrated classifiers first. It returns a probability in ~290ms. Pass/fail get through but unsure ones go to a big model. Same pass rate, just cheaper and faster.
x.com/furqanr/status/2100723126070067405Archived 2026.09.18 10:12