We have genetically engineered plants and animals to our liking for thousands of years. Take my poodle for example.
I'd also contend pet breeding is a wildly misguided practice too. Attempting to maintain breed "purity" is at the very least detrimental to their health, but even a pug mutt is clearly not an animal that should exist.