@team_scaledojo I'd check whether jobs are being retried repeatedly or stuck in a failure loop. We might be processing the same work over and over instead of making progress.
@team_scaledojo I'd use version numbers or vector clocks to detect concurrent updates. If both writes are valid, the system may need explicit conflict resolution instead of blindly overwriting one.
@team_scaledojo Retry amplification. I'd check whether retries are synchronized and whether we're missing exponential backoff with jitter. Otherwise, thousands of clients can retry simultaneously.