This presentation reports on a first-semester graduate L2 writing course in Japan, using survey and interview data to support a more flexible, student-centered approach that includes AI literacy. It addresses learner needs, anxiety, and agency, evaluates outcomes, and reflects on implications for context-sensitive, AI-supported graduate writing instruction.