Continuous Software Architecture is a philosophy and approach to software architecture that embraces the fact that doing most of the design before the implementation does not work very well, and perhaps never did. The approach tries to move architecture from a set of up-front blueprints to a continually developed set of architectural knowledge and decisions, stressing collective ownership of the resulting architecture. While a simple idea, actually putting it into practice can be difficult. In this talk we will briefly recap the idea of Continuous Software Architecture and then explore the key practices that are usually needed to achieve it, as well as the common problems and how to address them.