If that were true then there would be no need to ever release new versions of these things!

I have personally found bugs in Linux (kernel, libc), Oracle, various JVMs, etc, usually cases in which algorithms optimized for "normal" loads became pathological under extreme load. It's much more common than perhaps you'd think.