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Turn fragile AI homelab tinkering into a repeatable, team‑friendly system with this Bash‑first documentation playbook: auto‑generate hardware/OS inventories, publish a MkDocs Material site, version everything with Git and CI, codify services via Docker/Podman Compose, and back up with restic—complete with cross‑distro commands, experiment templates, restore tests—boosting reproducibility, velocity, and recovery.