Saganode

Explicit graph relationships eliminate candidate choices and constrain valid routes. As the decision space shrinks, workflows can replace more autonomous planning.

Language-model competition happens on three levels: capital, inference technology, and system architecture. This article explains why API prices alone do not prove a cost advantage — and why persistent structured state can replace repeated inference.