Cloud & DevOps for AI
Deploy, monitor, and manage AI workloads in production using cloud services and DevOps practices.
CI/CD Pipeline Patterns
Modern CI/CD pipeline patterns — trunk-based development, GitOps, progressive delivery, and pipeline-as-code best practices.
Terraform Best Practices
Production Terraform patterns — module design, state management, workspace strategies, and security hardening for infrastructure at scale.
Kubernetes Operations Guide
Production Kubernetes operations — cluster management, scaling, security hardening, troubleshooting, and day-2 operations.
Observability Stack Guide
Build a full-stack observability platform with Prometheus, Grafana, Loki, and Tempo — metrics, logs, and traces for production systems.
Cloud & DevOps
Best practices for cloud AI services, CI/CD for ML, model monitoring, and production deployment.