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Explore the key aspects of designing a scalable and distributed application in this EuroPython 2015 conference talk. Learn how to develop an application that can grow easily, focusing on automatic scaling of the application core. Discover a distributed web application design based on consul and uWSGI, covering essential components such as automatic service registration and discovery, health checking and service unregistration for fault tolerance and high availability, distributed Key/Value storage for efficient configuration management, and multi-datacenter awareness for global scalability. Gain insights into creating applications that can automatically grow, shrink, and adapt to changing demands while maintaining performance and reliability.