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Hands-on guide to build a lightweight, local AI-assisted RAID monitoring stack on Linux: Bash collectors (smartctl, mdadm) log SMART/RAID JSON, a Python IsolationForest learns disk baselines and flags anomalies early (pending sectors, NVMe wear, temperature). Includes install steps, collection/scoring scripts, cron automation, email alerts, tuning, and real-world examples to prevent rebuild-time surprises.