The environment kept changing too. Even if an organism evolved to a local maxima where it was the master of it's domain, the climate or geography could change.

The environment kept changing too. Even if an organism evolved to a local maxima where it was the master of it's domain, the climate or geography could change. Or a giant meteor could fall on it's head. At that point, the maximas change.