Theory and architecture are foundational, but the true value of OpenPipeline is demonstrated when it is applied to solve concrete, everyday problems. The following use cases illustrate how the platform directly addresses the primary frustrations of SREs, developers, and other technical staff, framed as Problem-Action-Outcome stories.