Background jobs can silently accumulate and cause stale behavior. What operational signals tell you to re-architect instead of adding workers?
Yoshiii 
When queue age keeps rising while workers stay busy and retries or duplicate work climb, I stop scaling out and look for a design flaw like poor idempotency or the wrong trigger model, because more workers can just make the mess arrive faster.
Arthur
