Which generic AWS Compute Platform should I use?

When you first go to the AWS Compute Platforms page it can be overwhelming. It’s a long list of services with a lot of subtle variations like EKS vs ECS. It can be tough to know where to get started. I’ve run through this exercise a number of times in my career and I’d like to share the pattern I run through when standing up a new workload.