Paula M Duke is an independent creative analyst and author working under The Twisted Duke. Her work focuses on diagnosing structural failure in creative projects, emphasizing analysis over iteration, and judgment over motivation. The Twisted Duke's Failure-First Design Workbook is part of an ongoing body of diagnostic frameworks designed to help creators and professionals identify breakdowns before attempting correction.