
In 2026, we're moving from Automated Ops to Agentic Ops — systems that reason, investigate, and remediate without human intervention. In this demo-heavy session, I'll build a self-healing Kubernetes cluster live using CNCF projects — K8sGPT (auto-fixes cluster issues), HolmesGPT (investigates complex failures), and Kyverno (guardrails that control what the AI can touch). You'll watch an OOMKilled pod get auto-patched, a policy block the AI from touching critical workloads, and a cascading failure diagnosed with a full RCA delivered to your team's communication channel. You'll leave knowing what to automate, what to gate, and what to leave to humans.
I am a developer advocate at AWS. I focus on building cloud infrastructure based solutions and now focusing on Generative AI solutions while prioritising a developer-centric approach to my work. Outside of work, I enjoys lifting, Hiking and Saunas.