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Migration to Kubernetes

Project Overview
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Migrating our components to Kubernetes marked a pivotal shift in our deployment strategy, streamlining operations and boosting efficiency.

Packaging Shift
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We transitioned library packaging from Debian packages to Python packages, simplifying dependencies and improving portability across environments. Component packaging evolved from Debian builds to Docker images, enabling consistent runtime behavior regardless of the host system.

Deployment Automation
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Manual node selection by admins for sufficient resources gave way to Kubernetes’ automated scheduling, eliminating human error and downtime. This change ensured optimal resource allocation dynamically.

Configuration Evolution
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Fixed configuration files were replaced with environment variables, offering greater flexibility for different environments like dev, staging, and production. Updates became simpler without rebuilding entire packages.

Key Benefits
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Deployment speed surged, with faster rollouts and rollbacks thanks to Kubernetes’ orchestration . Resource hunting time dropped to zero, as the cluster handles provisioning automatically, allowing our admin team to focus on other tasks rather than legacy ops. This migration not only cut deployment times but also infused scalability into our portfolio.