Various embodiments are disclosed herein including systems and methods for implementing exception-based error handling in asynchronous, parallel, multi-threaded, and other distributed systems. Embodiments implement exception-based error handling in asynchronous workflow systems, providing try/catch blocks and tree-based cancellation of pending and currently executing activities.