i didn't see the words "it depends" anywhere in this
thats the whole point of engineering, picking/building the right solutions for the problems and context
some stuff just needs a vps, a php file and an sqlite db and it will scale
other stuff might need container orchestration or anywhere in-between (or beyond). it should depend on the context though and we should be prepared to change strategy as needed