AI agents are transforming patient management by automating tasks, enhancing personalization, and improving efficiency. This article delves into the architectural considerations, development best practices, and secure deployment strategies for integrating AI agents into healthcare applications, focusing on cloud-native approaches and ensuring compliance with regulations like HIPAA in the US.