Most content automation systems collapse under their own complexity or produce generic noise. This breakdown of a working pipeline reveals why cognitive scaffolding beats simple automation, and how strategic AI orchestration creates consistent, identity-aligned content at scale.
The Collapsing Stack: How Infrastructure Became an API Call
The shift from physical servers to cloud services changed more than hosting costs—it transformed how engineers think about scale, risk, and system complexity. We examine the mechanisms driving this migration and the new cognitive overhead of managing boundaryless systems.