
In an era where digital ecosystems are defined by an ever-expanding web of microservices, multi-cloud deployments, and containerization, the very principles of traditional DevOps are being tested to their limits. The once-revolutionary practices of automation and collaboration are buckling under the sheer volume and velocity of data, leaving human teams struggling to manage complexity and react to incidents with the










