> And yet, as a solo dev, I've written auto-scaling architecture using, for example, the AWS ec2 apis that let you launch configure and shutdown instances. I don't know what else you need.

This is fine, if you’re on AWS and can use AWS APIs. If you’re not (especially if you’re on bare metal), something like K8s can be nice.