AIOps · Agentic · Talk
OpsAI: multi-agent incident investigation
A talk on OpsAI — a multi-agent AI system for evidence-cited incident investigation and automated ops intelligence, presented at CNCG Chandigarh.
JUN 2026 · 1 MIN
Writing
Mostly Kubernetes, cost, and AI platforms — the parts nobody documents.
GitOps · Agentic · CI/CD
Teach Your Git Log to Deploy Itself
Conventional Commits as the trigger layer for agentic CI/CD — letting the commit history drive releases instead of hand-run pipelines.
APR 2026 · 1 MIN
Kubernetes · Autoscaling
Scaling On Steroids: Karpenter
A deep dive into Kubernetes node autoscaling with Karpenter — how it provisions the right capacity fast, and where it beats the Cluster Autoscaler.
MAY 2024 · 1 MIN