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The author introduces ARGO, an open-source Agent Loop framework for Cursor, GitHub Copilot, and OpenCode that combines an ArchiMate-structured intent graph with GraphRAG retrieval to make AI coding delivery traceable. It separates intent, architecture, and implementation responsibilities, with two-level acceptance tests to avoid treating every failure as a code bug.