The album was remastered by Brian Gardner for the reissue. The title of the song "How to Handle a Rope" was extended to "How to Handle a Rope (A Lesson in the Lariat)", and three additional tracks were added in between the album's existing tracks: "The Bronze" and "These Aren't the Droids You're Looking For", which were from the album's recording sessions and had originally been released in 1998 on "The Split CD" (a split release with Dutch band Beaver), and "Spiders and Vinegaroons" from the "Gamma Ray" sessions, which had been released on the "Kyuss / Queens of the Stone Age" split EP in 1997. The reissue was released through Homme's label, Rekords Rekords, with distribution through Domino Recording Company. The band, which by then consisted of Homme, guitarist Troy Van Leeuwen, bassist Michael Shuman, drummer Joey Castillo, and keyboardist Dean Fertita, scheduled a tour in support of the album's reissue.