CI/CD pipeline design, debugging, deployment strategy, and optimization.
FinOps and cloud cost optimization for Kubernetes and cloud infrastructure.
Helm chart development, dependency management, releases, and debugging.
Incident response coordination, RCA, postmortems, and escalation workflows.
Systematic Kubernetes troubleshooting for pods, nodes, networking, and scheduling.
Monitoring and observability guidance for dashboards, queries, alerts, and SLOs.
Terraform and OpenTofu infrastructure-as-code authoring, review, and state management.