Knowledge creation activities observed through interactive learning and the integration of different types of knowledge facilitated the implementation of advanced generalist practice. The participants valued the community of practice gained through the program and would come to rely on programs designed to encourage networking and enable peer support. Finally, research-informed quality improvement projects built to analyze problems and monitor solutions are crucial for an early career physician to develop a sense of agency that shapes their primary care practice.