I begin with a pragmatic approach in making experiments in production with the scientific method. I will explain what are the principles and the methodologies used by top tech companies, such as Netflix, AWS and Twilio. In the central part, I show how I designed, planned, scheduled and run my first chaos gameday. Finally, with this background, I will introduce the postmortems topic and a new app to support a gameday.