A method of automated deployment management for a computer network is provided. The method is implemented using a distributed deployment agent that includes a server system agent operating on a server system and a client system agent operating on a client system. The client system agent is communicatively coupled to the server system agent. The method includes determining target locations associated with the client system, generating (using a configuration file) a command file configured for execution on the client system that hosts a computer application, configuring the command file with deployment instructions for the client system to automate deployment of the command file, and causing the client system agent to extract the command file and execute the command file on the target locations. The execution activates a system update event on the client system and/or a software update event for the computer application.