Concurrency is NOT Parallelism! And confusing the two can be costly

A few days ago I got pulled into a curious conversation: the team was excited, implementing autoscaling on queue-consumer pods, trying to increase throughput. All good so far, right? But then came the question: “Why are we spinning up more pods if we’re not even using the resources well inside a single pod?” Silence. And […]