Unlike historians, qualitative researchers’ engagement in studies in which archival sources form the core data corpus is less common than the exploration of newly generated data. Following scholars who have argued for secondary analysis of qualitative data, in this article, I illustrate how qualitative researchers might explore archival data methodologically. Examinations of archival records help us think about how research methods change over time and compare approaches to current practice. This article draws on records from the Federal Writers’ Project (FWP), one of the New Deal initiatives launched by President F. D. Roosevelt in the United States. The FWP was a work relief program administered during the Depression years in the 1930s that employed 6,500 white-collar workers as fieldworkers, writers, and editors to solicit stories from 1,000s of men and women across the country, including stories of over 4,000 former slaves. This article focuses on the role of interviewing in the Former Slave Project, examining methodological issues of concern observed by administrators and critics of the project, along with what we might learn and how we might think about these issues in contemporary interview research.