A dull dog... It's not particularly offensive or friendly.
Generally it's a bad term, especially in phrases like dirty dog or just he/shes a dog (ugly).
Some groups (black Americans I'm thinking of) use it in a positive sense such as he's my dog, or what's up dog, in which case it seems to be more like friend, but if you're not in this group, then don't use it this way.