The phrase don't rock the boat means don't do anything to disrupt a situation that is currently stable. It suggests keeping calm or even doing nothing, even if you disagree. This idiom draws from the idea that if someone deliberately rocks a boat, it could tip over and everything falls out.
Let's discuss it gently and not rock the boat.