In 1999, the now-correctly spelled Buddha Records, owned by Sony BMG who had acquired Buddah's back catalogue, remastered the album onto CD. They added seven bonus tracks, taken from the sessions for the unreleased "Brown Wrapper" follow-up album. These tracks had been recorded around November 1967 (two months after "Safe as Milk"'s release), and were from the same sessions that yielded the songs on "Mirror Man" (1971). BMG's Buddha also released "The Mirror Man Sessions" on CD in 1999, effectively an official issue of the unphased versions of "Mirror Man", with five further bonus tracks taken from the same sessions.