Emerging data demonstrate homologous recombination (HR) defects in castration resistant prostate cancers, rendering these tumours sensitive to PARP inhibition. Here, we demonstrate a direct requirement for the androgen receptor (AR) to maintain HR gene expression and HR activity in prostate cancer. We show that PARP-mediated repair pathways are upregulated in prostate cancer following androgen-deprivation therapy (ADT). Furthermore, upregulation of PARP activity is essential for the survival of prostate cancer cells and we demonstrate a synthetic lethality between ADT and PARP inhibition in vivo. Our data suggest that ADT can functionally impair HR prior to the development of castration resistance and that this potentially could be exploited therapeutically using PARP inhibitors in combination with ADT upfront in advanced or high-risk prostate cancer.