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Learn how to augment PostgreSQL ops with Bash-first, lightweight AI: enable pg_stat_statements, collect metrics via cron, and use small Python models (Isolation Forest for latency anomalies, linear regression for storage runway) to surface issues early. Includes apt/dnf/zypper installs, copy-paste scripts, alert hooks, and ops hygiene to cut noise and prevent 3 a.m. pages.