 Following the war, he moved to the western region of North Carolina that later became Tennessee.He met John Montgomery and was interested in joining Montgomery in his plan to establish a town along the Cumberland River.The proposed site by the confluence of the Red River was still unsettled and Armstrong, who was an experienced surveyor agreed to help Montgomery explore and map out the proposed new town.