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DevOps & Infrastructure

Containers, CI/CD, observability

DevOps & Infrastructure

Containers, CI/CD, and observability.

  • Containers: immutable images, orchestration (e.g. Kubernetes).
  • CI/CD: build, test, deploy pipelines; rollbacks.
  • Observability: metrics, logs, traces—the three pillars.
  • Infrastructure as Code: reproducibility, review, drift.
  • Security: secrets, RBAC, network policies.

Automate everything you do more than once; measure what you run.