Example embodiments disclosed herein relate to an approach for installing a runtime agent during a security test. A security test is initiated or performed on an application under test executing on a server. An application vulnerability associated with the application under test is determined. The application vulnerability is exploited to install the runtime agent on the server. The security test is continued using the runtime agent to receive additional information about the application under test.