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Learn how to add AI to Linux CI/CD to cut developer toil and boost signal: set up OpenAI‑compatible endpoints or a local model via Podman, wire Bash + curl/jq jobs that review diffs, triage logs, and auto‑generate release notes, with copy‑paste snippets for GitHub/GitLab and install cmds for apt/dnf/zypper; plus guardrails, performance/cost tips, and a CTA to start small and iterate.