Why?
You can't inspect bombs to make sure they work (you'd have no bombs).
Make a bomb, inspect it, make sure it works, make every bomb to the same process. Ergo. All subsequent bombs will work.
That's where the saying comes from.
Edit : You can substitute the word 'bomb' for 'cake'. Same...