Using Agentic AI to Achieve Full CI/CD: A Semantic Reasoning Framework for Microservices Delivery at Scale
Keywords:
Agentic Artificial Intelligence, Continuous Integration and Continuous Delivery, Microservices Architecture, Risk-Aware Deployment, Semantic Change AnalysisAbstract
Microservices architectures have exposed fundamental limitations in traditional continuous integrationand continuous delivery pipelines that were designed for monolithic application assumptions. Staticpipelines cannot reliably interpret change semantics, infer blast radius across service boundaries, or adapt verification and deployment strategies
References
Nicole Forsgren et al., “Accelerate: The Science of Lean Software and DevOps: Building and Scaling High-Performing Technology Organizations,” Portland, OR: IT Revolution Press, 2018. [Online]. Available: https://itrevolution.com/product/accelerate/
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Published
2026-03-11
How to Cite
Karishma Verma. (2026). Using Agentic AI to Achieve Full CI/CD: A Semantic Reasoning Framework for Microservices Delivery at Scale . Journal of Computational Analysis and Applications (JoCAAA), 35(3), 151–181. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/5100
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