devops-infra

Kubernetes manifests for microservices require defining Deployments, Services, and Horizontal Pod Autoscalers. This provides pre-built deployment configurations to manage containerized applications and automatically scale them based on resource utilization.

Multi-stage Dockerfiles optimize image size and build times for Go and Python by separating the build environment from the runtime environment. This pattern provides pre-built configurations to compile dependencies and copy only the final binaries into a minimal image.

GitHub Actions CI/CD workflows automate testing, linting, building, and deploying to Kubernetes. This provides both continuous integration pipelines for code validation and continuous deployment pipelines to automatically release containerized applications.

Terraform provisions Google Kubernetes Engine (GKE) clusters by defining cloud infrastructure as code. This includes a Terraform module that automates cluster creation, allowing you to quickly scaffold robust infrastructure for your containerized workloads.

OpenTelemetry Collector configuration gathers traces and metrics by setting up receivers and exporters for observability data. This provides a pre-built configuration pattern to collect and route telemetry from your containerized services.

A complete DevOps pipeline for containerized applications includes multi-stage Dockerfiles, Kubernetes orchestration manifests, GitHub Actions CI/CD workflows, and Terraform infrastructure as code. This pattern covers the full lifecycle from code commit to production deployment.