Hell, Twitter is a great example. We know what Twitter looks like without enough staff: an unreliable MVP that fail-whales all the time. Twitter acquired the staff and capital to scale up and they became far more stable.

The economies of scale large computer systems offer are counter-weighted by the n-squared complexity of larger systems.