The catastrophic failure of the prison system in the United States has prompted a shift in criminal punishment system rhetoric and policy toward reform. Numerous programs and initiatives facilitate reentry for the hundreds of thousands of individuals coming out of prison every year, but these and other reforms remain problematic. They do little to improve the social and material conditions of those attempting to reintegrate. By failing to question the social, historical, political, and economic conditions of criminal system problems, they reproduce the oppressive social conditions that they are intended to address. This article diagnoses several major issues with conventional reform efforts in rehabilitation and reentry scholarship and praxis and argues that what is needed is not further attempts to improve these reforms but, rather, an approach that considers these problems through an abolitionist lens. An abolitionist frame, I suggest, is particularly useful in articulating suggestions for change. I apply an abolitionist analysis to an examination of reentry, illustrating how abolitionism helps to diagnose problematic reentry reforms and how an abolitionist approach to reentry can address these issues in a more effective, profound, and enduring way.