DOI: https://doi.org/10.36347/sjet.2026.v14i05.005

Pages: 233-246

Secure continuous deployment has become an important requirement for enterprise cloud applications, where rapid software release must coexist with security control, service stability, and operational accountability. Conventional CI/CD pipelines often focus on build and test automation, yet they provide limited support for integrated release screening, staged production control, runtime-governed continuation, and traceable governance records. This paper proposes a secure continuous deployment framework for enterprise cloud environments that combines security inspection, policy-aware release admission, staged rollout, runtime observation, and rollback control within a single deployment process. The method evaluates release candidates through multi-stage validation of source code, dependencies, container artifacts, infrastructure definitions, and configuration state before controlled production exposure. Production progression occurs through canary and partial rollout phases, while runtime signals such as logs, metrics, traces, and security alerts affect continuation and recovery decisions. The results show that the proposed framework improves pre-release risk detection, reduces failed production releases, shortens rollback response time, increases runtime anomaly detection coverage, and improves audit trace completeness when compared with a baseline CI/CD pipeline. The study shows that secure deployment in enterprise cloud applications requires more than automated release execution. It requires coordinated release control in which security, runtime behavior, and governance evidence operate as connected parts of one deployment model.