Abstraction is what powers IT, what allows it to scale as immensely as it did. It hides the irrelevant details, handles it for you.

Abstraction is not always expensive, except at wrapping your head around it. (Though in the case of Kubernetes, the runtime and operations cost may be noticeable.)