They played with Doc McQueen's swing band at the Hideaway Club but hated the type of music played by "chart musicians." Soon they broke away and began playing their energetic brand of rockabilly to small, but appreciative, local audiences. They wrote "Rock Billy Boogie," named after Johnny's new baby boy Rocky Burnette and Dorsey's new son Billy, who were both born in 1953, while working at the Hideaway. Unfortunately for the Burnettes and Burlison, they did not record the song until 1957.