Prior to the acquisition, Shortway testifies that infrastructure was one of the “major causes of our pain” and the AWS hardware Instagram relied on “was not able to handle the workloads that we were throwing at them.” The small startup also didn’t have anyone on staff with expertise in fighting spam or conducting content moderation. The acquisition changed some of that within days, he says.