You probably know the sinking feeling: a customer reports a bug, the sprint is stalled, and context has vanished into Slack threads. If you're juggling bug intake, prioritization, and cross-team escalation without a central system, you're not alone. This is exactly why about 21% of developers now lean on AI to smooth debugging workflows. Smart bug-tracking automation is quickly evolving from novelty into necessity.