Complex dynamic systems (CDS) theory offers a powerful metaphorical model of applied linguistic processes, allowing holistic descriptions of situated phenomena, and addressing the connectedness and change that often characterise issues in our field. A recent study of Kenyan conflict transformation illustrates application of a CDS perspective. Key CDS concepts and tools for thinking are described. I argue that the CDS perspective can, and should, include an inherent ethical/moral dimension that applies to every choice made by researcher and participants. Adding the ecological notion of "affordances" allows the CDS metaphor to better address human creativity. Methodological principles for a CDS perspective are described. The author's Discourse Dynamics model is presented for further development and research.