Jack Mcnicol

Jack McNicol

Lead Agentic Engineer

SuperIT

Agentic Self-Healing in Production

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Agentic Self-Healing in Production

Your pipeline breaks at 2am. Nobody’s watching. By morning, it’s already fixed. That’s not wishful thinking — that’s agentic self-healing in production. In this talk, we’ll explore how AI agents can monitor, diagnose, and autonomously recover failing pipelines without human intervention. We’ll cover the patterns and architectures that make self-healing possible, the guardrails that keep agents from making things worse, and real-world lessons from building systems that fix themselves while you sleep.

Jack McNicol

Jack builds digital products, mentors teams, and keeps large-scale platforms moving. He blends thoughtful architecture with hands-on delivery, from greenfield builds to legacy transformations.