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A Bash-first playbook for safe, fast AI change management: use Git and standard Linux tools to inventory models/prompts, enforce guardrails via commit hooks, deploy with symlinked prompts, route canaries, monitor drift, and roll back instantly. Includes a copyable repo layout, install steps, and drop-in scripts (ai-inventory.sh, deploy.sh, ai-router.sh, ai-canary-check.sh) to enable auditable, reproducible releases—no new platform required.