No assumption holds for all environments.
Posh example: Axiom of choice.
There are definitely some assumptions that hold for all environments. For instance, "all resources are finite".
Aye, but in many cases a theoretical limit can be ignored in practice. (Stupid example: I need more cooling = "I need more fans", not "I'm running out of air".)
Finite resources are a common problem though.