I am not sure the argument "muhh k8s is too complex, I will roll docker instead" flies well in the age of cloud managed k8s offerings
EKS is literally one click of a button away and you dont need to handroll this.
even if you dont know AWS console nor terraform, claude code with aws mcp can do that for you