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Practical guide to AI-assisted Linux troubleshooting that keeps you in the terminal: capture high-signal triage bundles, redact safely, and query an OpenAI-compatible model via curl+jq to get hypotheses, verification steps, and safe fixes. Includes install commands, Bash scripts, prompt recipes, and real-world examples (Nginx 5xx, OOM, DNS/TLS), plus a look at local-first, runbook-aware, compliance-friendly workflows.