Graduate writing is receiving increasing attention, particularly in contexts of diverse student bodies and widening access to universities. In many of these contexts, writing is seen as "a problem" in need of fixing. Often, the problem and the solution are perceived as being solely located in notions of deficit in individuals and not in the broader embedded and sometimes invisible discourse practices. An academic literacies approach shifts the focus from the individual to broader social practices. This research project emerged out of an attempt to develop a graduate research-writing pedagogy from an academic literacies perspective. We present a detailed case study of one Masters' student to illustrate the results of a pedagogy that moved beyond notions of deficit and support. We argue that to be successful research writers, students need to (1) become discourse analysts; (2) develop authorial voice and identity; and (3) acquire critical competence.