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Designing Audit Trails for Agentic Healthcare AI

By Onyedikachi Onwurah · DEV Community · 10/29/2026

Agentic healthcare AI can retrieve records, call tools, update systems and delegate tasks. When an incident occurs, reconstructing the sequence of events is essential for debugging, safety review and accountability. Logging only the final answer is insufficient. What should an audit trail capture?…

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