Dolutegravir (DTG) is now a component of preferred first-line antiretroviral therapy (ART) worldwide. ADVANCE and NAMSAL were two landmark clinical trials conducted exclusively in sub-Saharan Africa, which studied the effectiveness of DTG-based first-line regimens for ART-naive individuals. In this review, we examine the data from these studies to consider the contributions of adherence and HIV drug resistance to treatment failure on DTG-based ART, as compared with efavirenz (EFV)-based ART, which has a lower genetic barrier to resistance. We also discuss the implications of virologic failure on DTG and consolidate currently available data to conclude with recommendations for virologic monitoring on DTG-based ART.