The team usually notices the need for auto scaling ec2 in one of two painful moments. Either a traffic spike knocks over a service that looked healthy an hour earlier, or the monthly AWS bill lands and half the EC2 fleet was idle most nights and weekends. Both problems come from the same mistake. Capacity…