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How‑to for an auditable AI‑assisted Bash pipeline that converts provisioning intents into idempotent, multi‑distro scripts (apt/dnf/zypper), sandboxes them in containers, lint‑checks and blocks risky commands, and logs every run—using Bash, curl, jq, git, shellcheck, Podman/Docker, and Ollama/OpenAI—to augment (not replace) IaC and deliver faster, safer server automation.