In modern digital ecosystems, deployment is not the end of engineering, it is the beginning of real validation.  Organizations deploy updates continuously across distributed systems, microservices architectures, containerized platforms, and cloud-native environments. Despite advanced pre-production testing, production behavior can differ dramatically due to scale, user diversity, infrastructure variability, and unpredictable usage patterns.  Historically, rollback was a manual ...