WHAT NEW IN X11.06 FRI

AI collections from X · 23 collections · 69,408 posts

jevVIDEO

Jev Engineering runs 5,400 agent executions with zero human escalations

Across 18 turns, 300 agents made 5,400 runs with only 43 Jev calls, self-stopping once confidence passed 0.93, and tested up to 193x faster and 444x cheaper.

Ricker
@0xRickerArchived 2026.09.28Originally posted 2026.09.28
Ricker @0xRickerOriginally posted 2026.09.28
Open original on X

Jev Engineering ran 5,400 agent executions and sent exactly 0 decisions back to me. that’s the number i care about here. and up to 193x faster and 444x cheaper in tests. 18 turns → 300 agents → 5,400 runs → 43 Jev calls → 16 outputs kept → 0 human escalations the loop handled three decisions around every turn: Choice → Score → Noul then it stopped itself when the goal crossed 0.93 vs 0.85 required. that’s what Jev Engineering looks like when it works: not “more autonomous agents.” fewer reasons for the human to come back into the loop.

This post quotes another post: x.com/0xricker/status/2102396090012115030

x.com/0xricker/status/2104245162670985465Archived 2026.09.28 10:01