Systems engineers generally don't run performance tests at 2x or any specific scale.

You load test and see how much it takes until the system falls over - basically you DDoS yourself and see what the numbers were when things broke, and what broke first second so on. Maybe in a sandbox maybe against prod.

It's very telling that issues began almost to the day of the Microsoft acquisition.