The absolute number doesn’t matter nearly as much as the change in rate of growth. The number of commits had not been doubling every six months at GitHub for a long time.

At Amazon if traffic volume consistently doubled every six months that is actually quite a lot easier to plan for, it just becomes part of everything they do from very early on.