DevOps for Developers

Containerization, Kubernetes runtime, CI/CD automation & app observability from a developer's perspective

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Docker & Containers

Multi-stage builds, layer caching, Docker Compose for local multi-service parity, volume mounts, and container security.

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Kubernetes for Devs

Pods, Deployments, Services, ConfigMaps, Secrets, Ingress, health probes, and troubleshooting crash loops with kubectl.

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CI/CD & Observability

GitHub Actions CI/CD pipelines, container registries, 12-factor app config, structured JSON logging, OpenTelemetry tracing & zero-downtime deployments.

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