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Build a vendor-neutral, Bash-first AI monitoring loop for any Linux VM: a tiny cron-able collector logs CPU/memory/disk/network to CSV, an Isolation Forest flags anomalies, a lightweight forecaster predicts capacity risks, and a Bash wrapper enriches, deduplicates, and ships alerts to Slack/webhooks—no heavy agents, easy fleet rollout, cutting noise and MTTR while catching spikes, leaks, and disk growth early.