Problem : Since competency-based medical education has gained widespread acceptance to guide curricular reforms, faculty development has been regarded as an indispensable element to make these programs successful. Faculty developers have striven to design and deliver myriad of programs or workshops to better prepare faculty members for fulfilling their teaching roles. However, how faculty developers can improve workshop delivery by researching their teaching practices remains underexplored. Intervention : Action research aims to understand real world practices and advocates for formulation of doable plans through cycles of investigations, and ultimately contributes to claims of knowledge and a progression toward the goal of practice improvement. This methodology aligns with the aim of this study to understand how I could improve a faculty development workshop by researching my teaching practices. Context : In 2016, we conducted four cycles of action research in the context of mini-Clinical Evaluation Exercise (mini-CEX) workshops within a faculty development program aiming for developing teaching and assessment competence in faculty members. We collected multiple sources of qualitative data for thematic analysis, including my reflective journal, field notes taken by a researcher-observer, and post-workshop written reflection and feedback in portfolio from fourteen workshop attendees aiming to develop faculty teaching and assessment competence. Impact : By doing action research, I scrutinized each step as an opportunity for change, enacted adaptive practice and reflection on my teaching practices, and formulated action plans to transform a workshop design through each cycle. In so doing, my workshop evolved from didactic to dialogic with continuous improvement on enhanced engagement, focused discussion and participant empowerment through a collaborative inquiry into feedback practice. Moreover, these processes of action research also supported my growth as a faculty developer. Lessons Learned: The systematic approach of action research serves as a vehicle to enable faculty developers to investigate individual teaching practices as a self-reflective inquiry, to examine, rectify, and transform processes of program delivery, and ultimately introduce themselves as agents for change and improvement.