In my previous post, The Azure Scale Controller is Wilding: Build Your Own Java Fan-Out Orchestrator, we explored how Azure’s default queue autoscaling can easily overwhelm downstream services during large fan-out operations.

While managing concurrency solves rate-limiting issues, another silent budget-killer remains: unresponsive, frozen code.