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An actionable, bash-first Linux playbook for diagnosing and fixing AI service outages: install a lean toolkit (strace, lsof, jq, dig, curl, ca-certificates), then follow 5 steps—systemd/journal triage; resource checks (RAM/disk/FDs/GPU); network/DNS/TLS; dependency/env drift; focused strace/lsof—plus apt/dnf/zypper commands, real-world fixes, an sos collector script, and pro tips so you run a checklist, not guess.