Host specific containerized application configuration generation is disclosed. For example, first and second image files are stored on a first memory. Second and third memories are associated with a first host node. A request to generate a first configuration file associated with a plurality of isolated guests is received, launching a first short-lived guest of the plurality of isolated guests on the second memory. A configuration management application executes on the first short-lived guest, generating and saving the first configuration file to the third memory. The first short-lived guest is terminated. A first service guest of the plurality of isolated guests is launched on the second memory. A first service configured with the first configuration file executes on the first service guest. A second service guest of the plurality of isolated guests is launched on the second memory executing a second service configured with the first configuration file.