A server application discovers its relevant data objects and generates a report of the current states of such objects at a moment in time that is relevant to a detected failure. Responsive to a request for a server application state, the application can identify root objects; discover data types, values, and related objects through recursive traversal and analysis of the object hierarchies; and generate a state description of the application for review and analysis by others. The state discovery may be synchronized among multiple threads to ensure that the state description represents a snapshot of the server application state and a single point in its execution. The state description can be analyzed by validation tools to detect where the error might exist in the application and how the error might be corrected.