There’s a reactive way to manage infrastructure and there’s a proactive way. The reactive way is: traffic increases, you notice the service is suffering, you add resources. The proactive way is: you understand your system well enough that it handles demand changes automatically, without you needing to be in the loop.

I prefer the lazy way.