In this talk, we will speak about challenges teams face to include security as a practice. We will share some of the lessons learned, tools and techniques to help teams build a continuous delivery pipeline which has security at its core. We will also talk about how a continuously evolving threat model helps team to bake security in the product instead of bloating on later.