Atlanta for the weekend. How can I get a feel for the city?

I currently live in Austin and want to see the parts of ATL that could convince someone to live there. I don’t care much for the fanciest restaurants or the tourist attractions (don’t worry, I’ll tour CNN and see the aquarium at some point…)

I want to know the coolest places to eat, drink, walk around, and explore.