Jev sorts 20,000 support events in 81ms, waking the big model only 800 times
A 21-line support agent uses Jev to sort 20,000 events down to 800 that need a reply, costing 8 cents for 18,700 events, and routes anything below 0.60 confidence to a human without ever sending on its own.
this tiny pink spider just crawled through one night of a support inbox and found where the $0.42 bill went 20,000 events → 14,000 ignored → 4,700 logged → 800 drafted → 500 sent to a human Jev sorts every single one in 81 ms. the big model only wakes up for the 800 that need a reply 18,700 events cost 8 cents. the writing is where the money goes and it never hits send. it drafts, and anything under 0.60 goes to a person the whole desk agent is 21 lines, full setup below ↓