How do you monitor and troubleshoot replication lag, and what are common causes of excessive lag?

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Replication lag is the delay between when a change is committed on the primary and when it is applied on the replica. Managing lag is critical because excessive lag means the replica may serve stale data for read queries and may lose more data if failover is needed.