Integrating AI into DevOps: Leveraging Machine Learning for Intelligent Automation in Azure

Satheesh Reddy Gopireddy

Abstract: The convergence of Artificial Intelligence (AI) and DevOps is paving the way for transformative changes in the way software is developed, deployed, and managed, particularly in cloud environments like Microsoft Azure. By integrating AI, specifically Machine Learning (ML), into DevOps practices, organizations can achieve intelligent automation, predictive analytics, anomaly detection, and continuous optimization. This paper explores how AI can be effectively leveraged within Azure's DevOps ecosystem, offering insights into the benefits, challenges, and best practices associated with this integration. The article delves into case studies, provides strategic frameworks, and discusses future trends that will shape the evolution of AI-driven DevOps.

Keywords: AI in DevOps, cloud automation, machine learning in DevOps, Azure DevOps, AI-driven software development