WHAT NEW IN X11.06 FRI

AI collections from X · 23 collections · 70,478 posts

jevVIDEO

Jev Engineering pulls the decision layer out of large models

Layers such as Gatekeeper, Router and Worker let Jev only route, score, block and approve, with claims of 19,000% faster speed and 99.7% lower cost.

Bober_smart
@Bober_smartArchived 2026.09.27Originally posted 2026.09.27
Bober_smart @Bober_smartOriginally posted 2026.09.27
Open original on X

Jev Engineering transforms a collection of AI agents into a full-fledged management system while eliminating heavy, expensive models from every decision-making loop Speed: +19,000% Costs: -99.7% How this architecture works: Gatekeeper Request Mini-Model Validation Tool Router State Worker Management layers avoid generating detailed text and instead focus on directing, evaluating, blocking, or permitting Route -> Score -> Block -> Approve As a result, resource-intensive models are invoked exclusively when the task truly requires it This is the essence of Jev Engineering: to decouple reasoning from decision-making, making the decision-making layer fast, cheap, and easily quantifiable Detailed instructions in the article below

This post quotes another post: x.com/bober_smart/status/2103581364134256863

x.com/bober_smart/status/2103898386269167934Archived 2026.09.27 10:09