Introduction: Problem, Context & Outcome Many engineers in Bangalore manage servers, cloud environments, and applications manually for far too long. Although they understand DevOps concepts, they still struggle with configuration drift, inconsistent environments, and repeated production issues. Consequently, teams waste time fixing problems instead of delivering features. At the same time, organizations now demand faster…