The Instagram community is bigger and more diverse than ever before. 800m people now visit every month, 80% of whom are outside of the United States. As the community grows, it becomes more and more important that our app can withstand diverse network conditions, a growing variety of devices, and non-traditional usage patterns. The client performance team at Instagram New York is focused on making