Comment by hinkley
One of the problems we caught only once or twice: mobile versus desktop shifting with time of day, and what works on mobile may work worse than on desktop.
We weren’t at the level of hacking our users, just looking at changes that affect response time and resource utilizations, and figuring out why a change actually seems to have made things worse instead of better. It’s easy for people to misread graphs. Especially if the graphs are using Lying with Statistics anti patterns.