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Explores how AI augments Linux configuration reviews by automating checks, flagging misconfigurations, and enforcing best practices at scale. Covers tools, CI/CD workflows, security/compliance audits, drift detection, and explainable recommendations. Weighs accuracy, false positives, privacy, and human‑in‑the‑loop review, with practical steps and examples.