
The architectural landscape of contemporary software delivery has shifted from rigid, segmented workflows toward a fluid continuum where automation and intelligence coexist to eliminate traditional friction. This transformation represents a fundamental departure from the era when code was treated as a static artifact to be handed off through multiple layers of bureaucracy. In the current engineering environment, the focus has










