"Gangsta Bitch" was the debut single released from Apache's debut album, Apache Ain't Shit.
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Dr. Dre's verse reminisces about his former N.W.A band-mate Eazy-E (under his real name of "Eric Wright") and his manager Jerry Heller.
Music from those EPs make up the majority of the album, alongside other tracks released since Folds' last album: the Internet-single; Dr. Dre cover "Bitches Ain't Shit", the song "Bruised" from The Bens, and the reprise version of "Still" from the Over the Hedge soundtrack.