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API Rate Limiting & Scalability Patterns · Lesson

Containers and Orchestration with Kubernetes

Learn how containers package services and how Kubernetes schedules, scales, and heals them — the foundation that makes microservices and serverless deployments manageable.

Why Containers

Microservices multiply the number of deployable units. Containers package each service with its dependencies into a portable, isolated image that runs the same everywhere.

Image vs. Container

An image is the immutable blueprint; a container is a running instance of it. You build an image once and run many identical containers from it.

FROM node:20-alpine
WORKDIR /app
COPY . .
RUN npm ci
CMD ["node", "server.js"]

All lessons in this course

  1. Scaling with Microservices Architecture
  2. Serverless Functions for Event-Driven APIs
  3. Service Mesh Concepts and Benefits
  4. Containers and Orchestration with Kubernetes
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