Why did the german army fought inside Stalingrad instead of encircling it like they did with many cities before? (Kiev, Minsk, etc)

Question is in the tittle, why not encircle Stalingrad and destroy the forces inside the pocket? I know it was right next to the Volga River and they would have to cross it, but wouldn't it be preferable?