OutSystems builds a complex software product. As the company and the product complexity kept growing (and at a faster pace) to a model where we needed to be able to release more frequently, challenges appeared on the way we were doing automated testing, which demanded significant changes and improvements in these processes. We will share with you our journey towards Continuous Delivery @ OutSystems R&D, namely describing where we were, where are we now (and how are we doing it) and where do we want to go.