Introduction: Problem, Context & Outcome Many engineers want to move into DevOps roles; however, they often struggle with scattered learning paths and incomplete guidance. Although tools like Git, Docker, Kubernetes, and CI/CD platforms dominate the market, professionals frequently lack hands-on exposure and end-to-end understanding. As a result, teams deploy unstable systems, face frequent outages, and…