Airbnb has grown rapidly over the last few years, and our infrastructure was not able to keep up with the growth. Faced with a fast approaching busy summer travel season, a small team formed to improve reliability and scalability. We were able to make significant progress without doing a major rewrite, removing functionality, or disrupting other teams.