In this article we take stock of a recent moment in penal history in Victoria, Australia, where agencies have implemented gender responsive policies to address the disproportionate growth in women’s prison numbers, and in particular the overrepresentation of women constructed as ‘culturally diverse’. We draw upon abolitionist and intersectional frames to provide a theoretical critique of this political event. Our analysis extends beyond the unitary frame of gender, which has until recently dominated critiques in this area, to highlight the ways in which racializing logics are reproduced through such policies and practices. We explore the implications of the adoption of the criminological notion of pathways through the language of liberal feminist reform, which signifies a reinvestment in the myth of individual rehabilitation. The consequences of these discursive practices include the reproduction of pathologizing and risk-focused practices that can only yield more racializing, interventionist and expansionist responses within correctional spaces.