# DevOps **Topics** + [Accelerate MLOps with Backstage and self-service Amazon SageMaker AI templates](accelerate-mlops-with-backstage-and-sagemaker-templates.md) + [Automate AWS infrastructure operations by using Amazon Bedrock](automate-aws-infrastructure-operations-by-using-amazon-bedrock.md) + [Automate CloudFront updates when load balancer endpoints change by using Terraform](automate-cloudfront-updates-when-load-balancer-endpoints-change.md) + [Automate Amazon CodeGuru reviews for AWS CDK Python applications by using GitHub Actions](automate-amazon-codeguru-reviews-for-aws-cdk-python-applications.md) + [Automate Supply Chain data lakes deployment in a multi-repository setup](automate-the-deployment-of-aws-supply-chain-data-lakes.md) + [Automate AWS resource assessment](automate-aws-resource-assessment.md) + [Install SAP systems automatically by using open-source tools](install-sap-systems-automatically-by-using-open-source-tools.md) + [Automate AWS Service Catalog portfolio and product deployment by using AWS CDK](automate-aws-service-catalog-portfolio-and-product-deployment-by-using-aws-cdk.md) + [Automate dynamic pipeline management for deploying hotfix solutions in Gitflow environments by using AWS Service Catalog and AWS CodePipeline](automate-dynamic-pipeline-management-for-deploying-hotfix-solutions.md) + [Automate deletion of AWS CloudFormation stacks and associated resources](automate-deletion-cloudformation-stacks-associated-resources.md) + [Automate ingestion and visualization of Amazon MWAA custom metrics on Amazon Managed Grafana by using Terraform](automate-ingestion-and-visualization-of-amazon-mwaa-custom-metrics.md) + [Automatically attach an AWS managed policy for Systems Manager to EC2 instance profiles using Cloud Custodian and AWS CDK](automatically-attach-an-aws-managed-policy-for-systems-manager-to-ec2-instance-profiles-using-cloud-custodian-and-aws-cdk.md) + [Automatically build CI/CD pipelines and Amazon ECS clusters for microservices using AWS CDK](automatically-build-ci-cd-pipelines-and-amazon-ecs-clusters-for-microservices-using-aws-cdk.md) + [Build and push Docker images to Amazon ECR using GitHub Actions and Terraform](build-and-push-docker-images-to-amazon-ecr-using-github-actions-and-terraform.md) + [Build and test iOS apps with AWS CodeCommit, AWS CodePipeline, and AWS Device Farm](build-and-test-ios-apps-with-aws-codecommit-aws-codepipeline-and-aws-device-farm.md) + [Configure mutual TLS authentication for applications running on Amazon EKS](configure-mutual-tls-authentication-for-applications-running-on-amazon-eks.md) + [Automate the creation of Amazon WorkSpaces Applications resources using AWS CloudFormation](automate-the-creation-of-appstream-2-0-resources-using-aws-cloudformation.md) + [Create a custom log parser for Amazon ECS using a Firelens log router](create-a-custom-log-parser-for-amazon-ecs-using-a-firelens-log-router.md) + [Create an API-driven resource orchestration framework using GitHub Actions and Terragrunt](create-an-api-driven-resource-orchestration-framework-using-github-actions-and-terragrunt.md) + [Create automated pull requests for Terraform-managed AWS infrastructure by using GitHub Actions](create-automated-pull-requests-for-terraform-managed-aws-infrastructure.md) + [Create dynamic CI pipelines for Java and Python projects automatically](create-dynamic-ci-pipelines-for-java-and-python-projects-automatically.md) + [Deploy CloudWatch Synthetics canaries by using Terraform](deploy-cloudwatch-synthetics-canaries-by-using-terraform.md) + [Deploy a ChatOps solution to manage SAST scan results by using Amazon Q Developer in chat applications custom actions and CloudFormation](deploy-chatops-solution-to-manage-sast-scan-results.md) + [Deploy agentic systems on Amazon Bedrock with the CrewAI framework by using Terraform](deploy-agentic-systems-on-amazon-bedrock-with-the-crewai-framework.md) + [Deploy an AWS Glue job with an AWS CodePipeline CI/CD pipeline](deploy-an-aws-glue-job-with-an-aws-codepipeline-ci-cd-pipeline.md) + [Deploy code in multiple AWS Regions using AWS CodePipeline, AWS CodeCommit, and AWS CodeBuild](deploy-code-in-multiple-aws-regions-using-aws-codepipeline-aws-codecommit-and-aws-codebuild.md) + [Deploy workloads from Azure DevOps pipelines to private Amazon EKS clusters](deploy-workloads-from-azure-devops-pipelines-to-private-amazon-eks-clusters.md) + [Execute Amazon Redshift SQL queries by using Terraform](execute-redshift-sql-queries-using-terraform.md) + [Export tags for a list of Amazon EC2 instances to a CSV file](export-tags-for-a-list-of-amazon-ec2-instances-to-a-csv-file.md) + [Export AWS Backup reports from across an organization in AWS Organizations as a CSV file](export-aws-backup-reports-from-across-an-organization-in-aws-organizations-as-a-csv-file.md) + [Generate an AWS CloudFormation template containing AWS Config managed rules using Troposphere](generate-an-aws-cloudformation-template-containing-aws-config-managed-rules-using-troposphere.md) + [Give SageMaker notebook instances temporary access to a CodeCommit repository in another AWS account](give-sagemaker-notebook-instances-temporary-access-to-a-codecommit-repository-in-another-aws-account.md) + [Implement a GitHub Flow branching strategy for multi-account DevOps environments](implement-a-github-flow-branching-strategy-for-multi-account-devops-environments.md) + [Implement a Gitflow branching strategy for multi-account DevOps environments](implement-a-gitflow-branching-strategy-for-multi-account-devops-environments.md) + [Implement a Trunk branching strategy for multi-account DevOps environments](implement-a-trunk-branching-strategy-for-multi-account-devops-environments.md) + [Implement centralized custom Checkov scanning to enforce policy before deploying AWS infrastructure](centralized-custom-checkov-scanning.md) + [Implement AI-powered Kubernetes diagnostics and troubleshooting with K8sGPT and Amazon Bedrock integration](implement-ai-powered-kubernetes-diagnostics-and-troubleshooting-with-k8sgpt-and-amazon-bedrock-integration.md) + [Automatically detect changes and initiate different CodePipeline pipelines for a monorepo in CodeCommit](automatically-detect-changes-and-initiate-different-codepipeline-pipelines-for-a-monorepo-in-codecommit.md) + [Integrate a Bitbucket repository with AWS Amplify using AWS CloudFormation](integrate-a-bitbucket-repository-with-aws-amplify-using-aws-cloudformation.md) + [Launch a CodeBuild project across AWS accounts using Step Functions and a Lambda proxy function](launch-a-codebuild-project-across-aws-accounts-using-step-functions-and-a-lambda-proxy-function.md) + [Manage Multi-AZ failover for EMR clusters by using Application Recovery Controller](multi-az-failover-spark-emr-clusters-arc.md) + [Manage blue/green deployments of microservices to multiple accounts and Regions by using AWS code services and AWS KMS multi-Region keys](manage-blue-green-deployments-of-microservices-to-multiple-accounts-and-regions-by-using-aws-code-services-and-aws-kms-multi-region-keys.md) + [Monitor Amazon ECR repositories for wildcard permissions using AWS CloudFormation and AWS Config](monitor-amazon-ecr-repositories-for-wildcard-permissions-using-aws-cloudformation-and-aws-config.md) + [Optimize multi-account serverless deployments by using the AWS CDK and GitHub Actions workflows](optimize-multi-account-serverless-deployments.md) + [Provision AWS Service Catalog products based on AWS CloudFormation templates by using GitHub Actions](provision-aws-service-catalog-products-using-github-actions.md) + [Provision least-privilege IAM roles by deploying a role vending machine solution](provision-least-privilege-iam-roles-by-deploying-a-role-vending-machine-solution.md) + [Publish Amazon CloudWatch metrics to a CSV file](publish-amazon-cloudwatch-metrics-to-a-csv-file.md) + [Remove Amazon EC2 entries across AWS accounts from AWS Managed Microsoft AD by using AWS Lambda automation](remove-amazon-ec2-entries-across-aws-accounts-from-aws-managed-microsoft-ad.md) + [Remove Amazon EC2 entries in the same AWS account from AWS Managed Microsoft AD by using AWS Lambda automation](remove-amazon-ec2-entries-in-the-same-aws-account-from-aws-managed-microsoft-ad.md) + [Run unit tests for Python ETL jobs in AWS Glue using the pytest framework](run-unit-tests-for-python-etl-jobs-in-aws-glue-using-the-pytest-framework.md) + [Set up a CI/CD pipeline by using AWS CodePipeline and AWS CDK](set-up-a-ci-cd-pipeline-by-using-aws-codepipeline-and-aws-cdk.md) + [Set up centralized logging at enterprise scale by using Terraform](set-up-centralized-logging-at-enterprise-scale-by-using-terraform.md) + [Set up end-to-end encryption for applications on Amazon EKS using cert-manager and Let's Encrypt](set-up-end-to-end-encryption-for-applications-on-amazon-eks-using-cert-manager-and-let-s-encrypt.md) + [Simplify Amazon EKS multi-tenant application deployment by using Flux](simplify-amazon-eks-multi-tenant-application-deployment-by-using-flux.md) + [Streamline Amazon Lex bot development and deployment by using an automated workflow](streamline-amazon-lex-bot-development-and-deployment-using-an-automated-workflow.md) + [Coordinate resource dependency and task execution by using the AWS Fargate WaitCondition hook construct](use-the-aws-fargate-waitcondition-hook-construct.md) + [Use third-party Git source repositories in AWS CodePipeline](use-third-party-git-source-repositories-in-aws-codepipeline.md) + [Create a CI/CD pipeline to validate Terraform configurations by using AWS CodePipeline](create-a-ci-cd-pipeline-to-validate-terraform-configurations-by-using-aws-codepipeline.md) + [More patterns](devops-more-patterns-pattern-list.md)