Adopting Docker containers can accelerate software delivery, but the effectiveness of Dockerization depends on how it's integrated into the Continuous Delivery (CD) workflow. Integrating Docker directly into the CD pipeline, rather than containerizing the app only after code development and testing, ensures that Docker's full potential is realized in enhancing software delivery efficiency. This approach aligns with DevOps principles, which emphasize streamlined development and delivery processes. While Continuous Integration (CI) platforms like Jenkins offer Docker plugins for building and deploying container images, they lack advanced functionalities such as image testing and collaboration. Codefresh, a Docker-native CD platform, addresses these limitations by providing built-in testing, logging, and collaboration features, facilitating a comprehensive integration of Docker into the CD workflow.