Implement backup strategies, disaster recovery plans, and data restoration procedures for protecting critical infrastructure and data.

Cloud-native infrastructure management with Crossplane using Kubernetes APIs. Build internal platform APIs for self-service infrastructure provisioning. Use when implementing infrastructure as...

Configure network security groups and firewall rules to control inbound/outbound traffic and implement network segmentation.

Optimize cloud infrastructure costs through resource rightsizing, reserved instances, spot instances, and waste reduction strategies.

Configure autoscaling for Kubernetes, VMs, and serverless workloads based on metrics, schedules, and custom indicators.

Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting...

Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting...

Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting...

Senior DevOps & CI/CD Architect for 2026. Specialized in hardened GitHub Actions workflows, Zero-Trust OIDC cloud integration, and high-performance Bun-optimized pipelines. Expert in multi-job...

Design multi-cloud and hybrid cloud strategies with vendor selection, integration patterns, TCO analysis, and lock-in mitigation.

Design and implement CI/CD pipelines with GitHub Actions, GitLab CI, Jenkins, or CircleCI. Use for automated testing, building, and deployment workflows.

Pulumi CLI command reference for infrastructure deployments. Use when the user asks about "pulumi commands", "deploy with pulumi", "pulumi up", "pulumi preview", "manage pulumi stacks", "pulumi...

Execute comprehensive disaster recovery tests, validate recovery procedures, and document lessons learned from DR exercises.

Design edge computing solutions with CDN integration, edge functions, IoT device management, and latency-optimized deployment patterns.

Kubernetes node autoscaling and cost optimization with Karpenter. Use when implementing node provisioning, spot instance management, cluster right-sizing, node consolidation, or reducing compute...

Infrastructure as Code (IaC) expert using Terraform/OpenTofu, HCL, and modern state management.

Document deployment processes, infrastructure setup, CI/CD pipelines, and configuration management. Use when creating deployment guides, infrastructure docs, or CI/CD documentation.

Build comprehensive ML pipelines, experiment tracking, and model

Build comprehensive ML pipelines, experiment tracking, and model

Build comprehensive ML pipelines, experiment tracking, and model