Tech How We Built RDP-Aware Autoscaling on AWS (When CPU Metrics Weren’t Enough) CPU was not the problem. People were. We needed autoscaling based on RDP sessions, not load. Here is how a small Lambda, some EventBridge glue, and scale-in protection let us shut down the right EC2 host without kicking anyone off.