But that's just the point, for most problems most people have, you don't have to be scientific. If your invariants vary and it breaks 5% of the time that's fine

But that's just the point, for most problems most people have, you don't have to be scientific. If your invariants vary and it breaks 5% of the time that's fine and nothing bad happens.