GoTime is a Seattle-based technology company that has created city guides focused on finding the best local food and drink specials. With detailed information on more than 300,000 places across the U.S., GoTime has assembled one of the largest and most dynamic bar and restaurant indexes in the world. The company has experienced tremendous growth, expanding its coverage from 10 to 100 cities, significantly challenging its conventionally managed infrastructures. GoTime wanted to move away from a hosting provider and towards a more dynamic and cost-effective infrastructure using public cloud services. In addition, they wanted to achieve a fully-automated infrastructure, with the flexibility to run (and be rebuilt) anywhere without hiring additional engineers.