Just before I stopped using Mathematica they came out with that headless kernel, and I had wondered if you could spin it up on a Kubernetes cluster or something.

I do notice that they have an "Application Server" for Kubernetes, which is pretty curious: https://github.com/WolframResearch/WAS-Kubernetes (though not updated in over a year)