A configuration management and monitoring system may use a hierarchical knowledge base to identify configuration settings, resolve conflicts between configuration settings, and implement and monitor the configuration settings for one or more devices in a network environment. The system may produce a file that may be consumed by an application and with which the application may be configured to conform to the configuration settings. The system may also produce a set of settings that may be used to automate deployment and monitor compliance with the settings.