Treating video pipelines as code (declarative DAG manifests, versioned in git, applied via CI) is the operational shift that makes broadcast and OTT teams stop firefighting the orchestration layer. These pieces cover the patterns: why the DAG is the right unit of work, how declarative pipelines integrate with existing GitOps workflows, and the discipline that comes with making the pipeline reviewable.