 Stevenson was born in Dallas, Texas, and attended W. H. Adamson High School with other musicians Michael Martin Murphey, Ray Wylie Hubbard, and Larry Groce.Stevenson performed and was taped for the intended pilot of "Austin City Limits" on October 13, 1974.However, the recording quality was deemed too poor to broadcast.