The session unpacks the complexities of agent types - hosted agents, private agents, and environment agents - and when and how to use them. Drawing from extensive project experience, we'll share best practices on agent deployment and build infrastructure setup and its configurations, emphasizing the critical interplay between security measures and agent organization. We'll also compare the use of pipeline jobs with running agents in containers, providing insights to enhance the robustness and efficiency of your CI/CD processes.