Systems and methods for deploying agents for a management system across IT infrastructure in an automated fashion are disclosed herein. Embodiments of the present invention allow agents to be substantially automatically deployed or configured in conjunction with previously unknown or newly added application components. More specifically, embodiments of the present invention may track traffic associated with application components to identify unknown application components. Agents may then be deployed to monitor these newly identified application components.