Model-Driven Digital Twin for CI/CD Pipelines Uses BPMN to Analyze Failure Patterns and Pipeline Evolution

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Researchers present a BPMN-based digital twin for CI/CD pipelines that transforms raw CI configuration into structured models enabling failure analysis, behavior simulation, and version-to-version evolution tracking. Beyond execution logs and static DAG views, the digital twin provides structured analysis of pipeline behavior that existing CI tooling cannot deliver. Relevant for platform engineering teams managing complex DevOps workflows.