Skill

mariadb-errors-replication-lag

Use when a replica is reporting Seconds_Behind_Master > 0 and growing, replication appears stuck, slave_parallel_threads is not helping, or you need to measure actual replication lag. Prevents the common mistake of trusting Seconds_Behind_Master as a real-time metric, leaving a single-threaded appli

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