· 8 min read
Adding AI Code Review to a Self-Hosted GitLab — Without Handing It the Keys
How I wired Claude into the merge-request pipeline of an old, self-hosted GitLab, and why the whole design hangs on never letting the AI both read an untrusted diff and hold a token at the same time.
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