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A practical guide to building an AI-assisted observability stack on Linux: collect metrics with Prometheus + Node Exporter, visualize in Grafana, and detect anomalies using a lightweight Python Isolation Forest script. Includes apt/dnf/zypper installs, Prometheus/Grafana setup, Grafana API annotations, cron automation, real-world tuning, alerting integration, and next steps for logs and traces.