Agentic AI in IT: Self-Healing Systems and Smart Incident Response (Microsoft Ecosystem Perspective)

This is a good direction, but I would be careful with the word self-healing. In production, the safest pattern is usually assisted remediation first, autonomous remediation second.

A practical Microsoft/Azure pattern could be: alerts from Azure Monitor or Sentinel, enrichment from Resource Graph and Log Analytics, a runbook or Logic App for approved actions, and an agent layer that proposes the next step with evidence. Only low-risk actions should run automatically, such as restarting a known stateless process or scaling within approved limits.

The key controls are audit logs, approval gates for risky actions, rollback plans, and clear blast-radius limits. Without those, smart incident response can accidentally become smart incident creation.