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Practical guide for DevOps to add AI to daily workflows - Bash-first, private by default. Install curl/jq/git, optional Podman + Ollama (local) or OpenAI, then use a single ai() shell helper to: 1) draft conventional commits/PRs, 2) auto-triage CI logs with fixes, 3) generate incident runbooks from host context, 4) propose safe Bash one-liners with human approval. Includes security tips, troubleshooting, and a quick start.