AI, managed control plane, minikube

That makes it a no brainer for me for basically any sized project.

Small project? -> minikube single node deploy it.

Tiny project? -> minimum a docker container

I cringe watching anyone build and run code on a raw machine even locally without atleast a container. The endless hours of headaches you avoid is obvious k8s is just the natural extension from this.