Is it okay to leave a sleeping baby at home while you run out for a quick errand nearby?

No please.. I never did this and never would!!! Accidents can happen anytime and anywhere. If the accident wont happen at home as you leave your child, it may happen outside as you do your errand. And yes, better safe than sorry!