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Kubernetes

As explained in AI-Powered Developer: Build software with ChatGPT and Copilot

Kubernetes is an open-source platform for deploying, scaling, and managing containerized applications through declarative resources.

Kubernetes helps deploy, scale, and manage containerized applications during the transition from tested software to production. It makes application management more straightforward than running Docker images directly on EC2 instances and can automatically repair failed pod lifecycles. section 7.0 section 7.5

A practical AWS deployment uses several connected pieces:

  • Define the desired application state in a YAML deployment descriptor, typically deployment.yaml. Kubernetes compares that state with the running system and makes corrections as needed. section 7.5
  • Point the deployment at an image stored in Amazon Elastic Container Registry (ECR), then grant Amazon Elastic Kubernetes Service (EKS) permission to pull it. section 7.5
  • Create a service to expose the pods externally and distribute network traffic to the selected application pods. section 7.5 section 7.7
  • Use an AI coding assistant to draft deployment YAML and IAM policies, then review the generated configuration and apply the required permissions. section 7.0 section 7.5

Expose a containerized application

A deployment can run the ITAM container with one replica on port 8000. A LoadBalancer service can select pods labeled app: itam, expose port 80, and forward traffic to targetPort 8000. Replace the example image with its ECR address and configure EKS permissions before deploying.

How AI-Powered Developer: Build software with ChatGPT and Copilot covers it

How deep it goes
Explains deployment YAML, ECR access, IAM permissions, pods, and services, while deferring some permission application details.
Examples
Uses an ITAM deployment manifest, an ECR image reference, an IAM pull policy, and a LoadBalancer service.
What it assumes
Assumes a tested containerized application and introduces deployment files, registries, cloud permissions, services, and EKS deployment.
What you can do after
Operate/configure an AWS Kubernetes deployment by defining manifests, connecting ECR images, granting pull access, and exposing services.
How it connects
Connects Kubernetes with Docker, container images, pods, services, YAML, EKS, ECR, IAM, Terraform, and GitHub Actions.

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Related concepts

This explainer was generated by Manning's knowledge graph from the text of AI-Powered Developer: Build software with ChatGPT and Copilot. The section links point to the parts of the book it draws on.