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M. B. Awan

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#artificial intelligence Preprint Oct 2026

AegisFlow: A Multi-Agent Agentic AI Framework for Autonomous Remediation and Self-Healing in Fragile Data Ecosystems

Traditional data pipelines are notoriously brittle, often failing due to upstream schema drift, API contract changes, or website DOM modifications. Present observability tools only raise alerts but for human engineers, resulting in a high Mean Time to Repair (MTTR) and operational fatigue. In this paper we propose Aegi...

M. B. Awan, Zubair Hussain, Abdul Shahid · 0 citations

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