Scaling microservices is no longer a backend, it’s a bottom-line business imperative. Traditional scaling methods—like rule-based autoscaling or manual provisioning—struggle to keep up with today’s dynamic demand patterns, diverse workloads, and distributed systems. These outdated approaches not