The document discusses the transition of Gilt, a flash sales business, from a monolithic Ruby application to a distributed microservices architecture using Scala. It highlights the challenges faced during this transition, including deployment difficulties and the need for better service ownership among teams. The presentation also emphasizes the benefits of microservices, such as simplified deployments, improved concurrency, and better team empowerment.