I don't understand why you have been downvoted. Many of these tools are very imperative and make assumptions about the starting state before they replay their u

I don't understand why you have been downvoted. Many of these tools are very imperative and make assumptions about the starting state before they replay their updates. For a fully declarative solution, NixOS is the best I have seen.