In this talk I will walk through how we build a simple architecture for a complex system with strict performance (250 ms) and scale (100+ million connected daily users) requirements in order to power people experiences in Outlook, Owa, OneDrive, etc. Also share our thinking of how to slowly and gradually shift the engineering mindset to embrace microservices without scratching everything and starting from scratch.