I’ve found alerting on queue length to be a path to false alarms, what most people care about is queue latency. How long does a message sit in the queue before being processed?

For some jobs the upper bound for that can be measured in days, for others it’s milliseconds, either way no one on the business side cares whether you have zero or a million jobs on the queue so long as they leave the queue quickly enough.