Containers & Kubernetes Lab

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Overview
A lab dedicated to containerization and orchestration, moving from standalone Docker containers to a Kubernetes-managed cluster.
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Problem
Applications packaged and run manually don't scale, and understanding modern infrastructure requires hands-on practice with containers, not just reading about them.
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Solution
Built and containerized services with Docker, then deployed and managed them on Kubernetes — working through pods, deployments, services and scaling.
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Technologies
Docker, Kubernetes, container images, Linux.
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Challenges
Getting comfortable with Kubernetes' declarative model after Docker's more direct, imperative workflow took deliberate practice.
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Result
A working Kubernetes lab environment and a clearer, hands-on understanding of how containerized applications are actually deployed and managed at scale.
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