
The rapid acceleration of modern software delivery pipelines has necessitated a massive backend transformation at GitHub to manage a staggering daily volume exceeding one hundred and twenty million jobs across global infrastructures. This significant overhaul signals the definitive conclusion of the “set-and-forget” era for self-hosted runners as the platform transitions toward a high-conformance model. For engineering teams, maintaining the health










