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How to govern agentic AI, MCPs, and AI code assistants

calendar_today July 31, 2026 person Julie Griffin domain gitlab

AI code completion built human review into the process by design. A developer types, a suggestion appears, and a human decides whether to accept it. A person looked at every line before it shipped.

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