SREs and backend platform engineers managing PostgreSQL or MySQL clusters under heavy application load need to diagnose connection exhaustion, lock contention, and query plan regression and produce tuned connection pool configurations for PgBouncer or ProxySQL that reduce p99 latency without increasing infrastructure cost.
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