GitHub Actions CI/CD pipeline orchestrates automated builds, tests, and deployments across AWS EC2 staging and production environments plus Azure Kubernetes Service for containerized workloads. Developer commits trigger the pipeline to build Docker images, run automated tests, and deploy via AWS CodeDeploy to t3.medium staging and m5.large production instances, while simultaneously pushing to AKS Kubernetes clusters with LoadBalancer service exposure. This multi-cloud architecture demonstrates hybrid deployment patterns, artifact management through S3 buckets, and separation of concerns across staging and production tiers. Fork and customize this diagram on Diagrams.so to adapt the workflow, instance types, or Kubernetes configurations to your organization's deployment strategy. The pattern balances traditional EC2 deployments with modern container orchestration, enabling teams to leverage both AWS and Azure strengths.