REVOLUTIONIZING CONFIGURATION MANAGEMENT: THE INTEGRATION OF AI WITH YAML

Abstract

The integration of artificial intelligence with YAML-based configuration management represents a transformative advancement in modern IT infrastructure management. This comprehensive article explores how AI-driven insights are revolutionizing configuration management practices across various domains, particularly in cloud computing and financial services. It examines the evolution from traditional manual configuration approaches to sophisticated AI-powered systems capable of intelligent anomaly detection, automated optimization, and predictive maintenance. The article analyzes the implementation of machine learning techniques in infrastructure as code (IaC) and dynamic resource allocation, highlighting how these advances enable more efficient and reliable system management. It also investigates emerging trends in self-healing systems, natural language processing applications, and cross-platform optimization. Through a detailed examination of current practices and future directions, this article demonstrates how the convergence of AI and configuration management is enabling organizations to handle increasingly complex IT environments while maintaining high levels of reliability and performance.