Yes, you do brush your armpits while dry brushing. Many skin care enthusiasts believe in the concept of armpit detoxes. One way to detox armpits is by dry brushing them in gentle motions from the armpit to the breast area. This is said to drain the lymph nodes and remove grime and the chemical residue from deodorants from your pores.