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Learn how to bolt AI into a Linux+Bash workflow to automate software releases end‑to‑end. A production‑ready ai-release.sh script summarizes commits, proposes a semver bump, rates risk, drafts notes, signs/tags, and can publish a GitHub release. Works locally or in CI with git/jq/curl and OpenAI or Ollama, keeps humans in the loop, falls back to conventional commits, and offers patterns for approvals, model pinning, risk gates, and observability.