Instead of forcefully restarting all instances during code or configuration updates, the platform gracefully replaces live instances by draining batches every few seconds while dynamically scaling out the latest version to meet demand. This approach ensures uninterrupted execution and resilient throughput across HTTP, non-HTTP, and Durable workloads—even during intensive scale-out scenarios.