Cowritten by poet Francis Daulerio and fiction writer Nick Gregorio, With a Difference is inspired in part by Rancid and NoFX's 2002 BYO cover split album. Gregorio has adapted ten of Daulerio's poems into stories, and Daulerio has turned ten of Gregorio's stories into poems. Like a vinyl record, the book must be flipped over to read both "sides."