All I Have to Do is Dream Dream... dream, dream, dream Dream... dream, dream, dream When I want you in my arms, When I want you and all your charms Whenever I want you, all I have to do is dream... Rufus performed this song with his sister, Martha Wainwright, during an interview on NPR's "All Things Considered" (September 2001). Written by husband and wife songwriters Felice and Boudleaux Bryant in 1958, this song was made famous by the Everly Brothers, originally appeared on the album, Everly Brothers Best (1959)