Recently, one of our clients was experiencing a lot of extra traffic, and we took the time to set them up with AWS autoscaling groups. Moving to autoscaling has mostly been a breeze, but we ran into issues with deployment. Here are a few lessons we learned while setting up autoscaling and CodeDeploy.