TestRigor is a test automation tool designed to reduce the common issue of test failures due to changes in HTML by allowing users to create tests that reference elements in relation to each other rather than relying on specific implementations. This approach aims to save significant time and effort by minimizing the need for constant adjustments when the underlying HTML is modified.