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Explores how AI elevates Linux operational excellence through automation, observability, and predictive analytics. Covers MLOps on Linux, eBPF-driven insights, GitOps/CI/CD, Ansible-based remediation, capacity and patch optimization, and zero-trust hardening. Offers metrics, tooling stacks, and SRE practices to achieve resilient, compliant, and cost-efficient Linux fleets.