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This paper proposes a hierarchical multi-agent reference architecture called HANA for achieving Level 4/5 autonomous networks. It integrates agent self-awareness to harmonize strategic governance with reflexive fault recovery, validated in a 5G Core environment achieving 86% reduction in Mean Time to Repair.