This design study traces a three-year, iterative implementation of critical GenAI literacy in second language writing programs. Moving from a short unit to an integrated curricular model, the study highlights evolving frameworks, instructor and student tensions, and the complex negotiations required to incorporate GenAI ethically and effectively at program level.