> People with real experience will have encountered this problem and know that you have to spend time investigating to find the root cause of the backpressure, otherwise you could add capacity to random things without reducing the queue occupancy. Are your queue consumers getting throttled by some downstream service? Are your workers CPU bound? The "right" answer here is basically "we should figure out why the queue is filling up before changing anything", but very few candidates answer that way.
This is the opposite of what "people with real experience" do, at least in production-down situations. The first step is to mitigate, the second step is to root cause. If there's some no-brainer step that has a chance of alleviating the issue while you root-cause, and is unlikely to make things worse, you should take it.