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Practical guide to using local, privacy-preserving AI agents for Linux ops: run Ollama models, turn natural language into safe shell commands with a propose-then-confirm workflow, automate daily log summaries via systemd, enforce guardrails with least privilege and sudo whitelists, and generate/test configs or Ansible playbooks—complete with apt/dnf/zypper installs, bash snippets, and real-world triage examples.