monitoring automation

Hands-on, Bash-first playbook for layering small AI agents onto Linux monitoring to cut noise and speed triage: a log triage agent that clusters spikes and explains impact, plus a MAD-based metrics agent that learns baselines and flags anomalies. Optional LLM summaries, allowlisted auto-remediation, webhooks, and systemd timers, with least-privilege setup, simple installs, guardrails, and real-world examples.