We're trying to do this at Kurtosis! (https://github.com/kurtosis-tech/kurtosis)

The idea is to write your environment in Starlark (a minimal Python subset) and we'll handle running it on Docker or Kubernetes for you.

We started with "reduce Kubernetes complexity" so we don't yet have the full Kubernetes ejection seat, but we're slowly marching towards it - feedback welcome!