infra-design

Design scalable Kubernetes manifests by defining Deployments or StatefulSets with RBAC, resource requests/limits, and probes to orchestrate containers reliably across dev, staging, and production environments.

Structure Terraform IaC with modular layouts, remote state management, and environment separation to enable automated CI/CD delivery and repeatable infrastructure provisioning across multiple deployment targets.

Create production-ready Dockerfiles using multi-stage builds and non-root images to minimize container footprint, enforce security, and ensure operability for scalable Dockerized service deployments.

Yes, generate CI/CD pipeline templates that orchestrate blue/green rollouts across environments, integrating health checks and quick rollback mechanisms to satisfy deployment reliability and operability requirements.

Yes, provide a service name and target environment as inputs to generate a complete infrastructure design blueprint producing Dockerfiles, Kubernetes manifests, Terraform modules, and CI/CD templates.

Avoid Kubernetes orchestration patterns when your service lacks scaling requirements, does not need multi-environment deployment separation, or when simpler container runtimes suffice without complex resource limits and probes.