Celery task backlog accumulates without monitoring visibility

Celery queue backlog grows to 116k tasks without detection. OOM kills are visible in metrics but the growing task backlog remains hidden until severe impact occurs.

Add monitoring dashboards and alerts for Celery queue backlogs. Track pending task counts alongside worker health metrics. Implement queue depth alerts to detect accumulation before it impacts service reliability.