Hariharan explores approaches for architecting a ‘Unified Deployment Pipeline’ that accelerates developer velocity and productivity while enforcing robust security governance across the SDLC with integrated logging, tracing, and metrics. Additionally, by automating SBOM generation, our strategy delivers an organization-wide impact—enhancing transparency, compliance, and overall risk mitigation. This architecture also provides central observability of progress and aggregates metrics to monitor the health and maturity of deployments.