This chapter focuses on the integration and orchestration of various security tools and services to create a seamless and efficient cloud-native penetration testing workflow. Students will learn how to leverage automation and scripting to streamline the testing process, from initial reconnaissance and vulnerability scanning to exploitation and reporting. They will also explore the use of infrastructure-as-code (IaC) and pipeline-as-code (PaC) approaches to ensure the reproducibility and consistency of their testing efforts.