Add remaining ingredients, except nuts and chips. Beat batter until well combined and thickened. This will help prevent chips or nuts from sinking. Fold in nuts and chips.
Pour into 9-inch square baking pan.
Bake 15 to 25 minutes, until edges begin to pull away, and bars test clean with a toothpick. Cut into 12 large bars.