# AWS Prescriptive Guidance > This file provides structured access to AWS Prescriptive Guidance for large language models, which includes resources from AWS technology experts and AWS Partners to help accelerate cloud adoption and modernization. ## Guides - [AWS Prescriptive Guidance Autonomous Driving Data Framework (ADDF) security and operations guide](https://docs.aws.amazon.com/prescriptive-guidance/latest/addf-security-and-operations/introduction.md): Considerations and best practices designed to help you securely deploy and operate the Autonomous Driving Data Framework (ADDF) open-source project in your AWS Cloud environment. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/addf-security-and-operations/llms.txt) - [AWS Prescriptive Guidance Economics for agentic AI on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/agentic-ai-economics/introduction.md): Learn how to analyze the economic trade-offs of operating agentic AI systems and optimize costs through pricing models and continuous learning. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/agentic-ai-economics/llms.txt) - [AWS Prescriptive Guidance Foundations of agentic AI on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/agentic-ai-foundations/introduction.md): Introduces agentic AI, and traces its evolution from early software agents to modern systems that combine autonomy, asynchronicity, and agency. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/agentic-ai-foundations/llms.txt) - [AWS Prescriptive Guidance Agentic AI frameworks, platforms, protocols, and tools on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/agentic-ai-frameworks/introduction.md): Learn how to select frameworks and platforms, understand communication protocols, and integrate tools to build agentic AI solutions on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/agentic-ai-frameworks/llms.txt) - [AWS Prescriptive Guidance Building multi-tenant architectures for agentic AI on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/agentic-ai-multitenant/introduction.md): Explore architectural challenges of agentic AI systems, focusing on scalability, efficiency, and deployment patterns in multi-tenant environments. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/agentic-ai-multitenant/llms.txt) - [AWS Prescriptive Guidance Agentic AI patterns and workflows on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/agentic-ai-patterns/introduction.md): Agentic patterns are reusable frameworks for LLM-based AI agents that solve complex problems across domains through modular, goal-oriented design. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/agentic-ai-patterns/llms.txt) - [AWS Prescriptive Guidance Security for agentic AI on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/agentic-ai-security/introduction.md): Learn security best practices for agentic AI systems on AWS, including threat modeling, input validation, access controls, and monitoring. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/agentic-ai-security/llms.txt) - [AWS Prescriptive Guidance Building serverless architectures for agentic AI on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/agentic-ai-serverless/introduction.md): Understand the strategic and technical foundations for building AI-native, serverless architectures on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/agentic-ai-serverless/llms.txt) - [AWS Prescriptive Guidance Best practices for streamlining Amazon EKS observability](https://docs.aws.amazon.com/prescriptive-guidance/latest/amazon-eks-observability-best-practices/introduction.md): Best practices, tools, and guidelines for enhancing observability in Amazon EKS environments, to gain improved visibility, performance, and reliability in your EKS clusters, and to achieve optimal application management and operation. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/amazon-eks-observability-best-practices/llms.txt) - [AWS Prescriptive Guidance Choosing the hardware for your Amazon EMR cluster](https://docs.aws.amazon.com/prescriptive-guidance/latest/amazon-emr-hardware/introduction.md): A guide to determining memory usage and storage capacity needs when choosing hardware for your Amazon EMR cluster. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/amazon-emr-hardware/llms.txt) - [AWS Prescriptive Guidance Monitoring and alerting tools and best practices for Amazon RDS for MySQL and MariaDB](https://docs.aws.amazon.com/prescriptive-guidance/latest/amazon-rds-monitoring-alerting/introduction.md): Database observability and monitoring tools and best practices for Amazon RDS for MySQL and MariaDB databases. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/amazon-rds-monitoring-alerting/llms.txt) - [AWS Prescriptive Guidance Increasing application scalability, performance, and availability by using Amazon RDS Proxy](https://docs.aws.amazon.com/prescriptive-guidance/latest/amazon-rds-proxy/introduction.md): Learn about the advantages of using Amazon RDS Proxy with Amazon RDS for PostgreSQL. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/amazon-rds-proxy/llms.txt) - [AWS Prescriptive Guidance AMS Accelerate operations plan governance best practices](https://docs.aws.amazon.com/prescriptive-guidance/latest/ams-accelerate-governance-best-practices/introduction.md): Governance best practices for the AWS Managed Services (AMS) Accelerate operations plan. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/ams-accelerate-governance-best-practices/llms.txt) - [AWS Prescriptive Guidance Using Apache Iceberg on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/apache-iceberg-on-aws/introduction.md): Detailed guidance and best practices for using Apache Iceberg on Amazon EMR, AWS Glue, and Amazon Athena. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/apache-iceberg-on-aws/llms.txt) - [AWS Prescriptive Guidance Application portfolio assessment guide for AWS Cloud migration](https://docs.aws.amazon.com/prescriptive-guidance/latest/application-portfolio-assessment-guide/introduction.md): Approaches to use when getting started with discovery, analysis, and planning for migrating a portfolio of applications to AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/application-portfolio-assessment-guide/llms.txt) - [AWS Prescriptive Guidance Applying the AWS Well-Architected Framework to Amazon WorkSpaces Applications](https://docs.aws.amazon.com/prescriptive-guidance/latest/appstream-well-architected-framework/introduction.md): Best practices for applying the design principles of the AWS Well-Architected Framework to Amazon WorkSpaces Applications, to build and operate streaming environments that are secure, high-performing, resilient, and efficient. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/appstream-well-architected-framework/llms.txt) - [AWS Prescriptive Guidance Using architectural decision records to streamline decision-making during development](https://docs.aws.amazon.com/prescriptive-guidance/latest/architectural-decision-records/introduction.md): Learn how to use architectural decision records (ADRs) to make architectural decisions, document them, and communicate them effectively to the team. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/architectural-decision-records/llms.txt) - [AWS Prescriptive Guidance Archiving data in Amazon RDS for MySQL, Amazon RDS for MariaDB, and Aurora MySQL-Compatible](https://docs.aws.amazon.com/prescriptive-guidance/latest/archiving-mysql-data/introduction.md): Archive historical data in Amazon S3 with minimal impact to your application. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/archiving-mysql-data/llms.txt) - [AWS Prescriptive Guidance Integrating Amazon Aurora PostgreSQL-Compatible with heterogeneous databases and AWS services](https://docs.aws.amazon.com/prescriptive-guidance/latest/aurora-postgresql-integration/introduction.md): Use foreign data wrappers and extensions to connect with different database engines and integrate PostgreSQL databases with AWS services. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/aurora-postgresql-integration/llms.txt) - [AWS Prescriptive Guidance Comparing Amazon Aurora Replicas, Aurora cross-Region Replicas, and Aurora global databases](https://docs.aws.amazon.com/prescriptive-guidance/latest/aurora-replication-options/introduction.md): Learn about the various replication options so that you can make the best choice for your environment. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/aurora-replication-options/llms.txt) - [AWS Prescriptive Guidance Automate your DR solution for relational databases on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/automate-dr-solution-relational-database/introduction.md): Use DR Orchestrator Framework to implement disaster recovery for Amazon RDS for MySQL, PostgreSQL, or MariaDB, Amazon Aurora, and Amazon ElastiCache (Redis OSS). [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/automate-dr-solution-relational-database/llms.txt) - [AWS Prescriptive Guidance Automated patching for mutable instances in the hybrid cloud using AWS Systems Manager](https://docs.aws.amazon.com/prescriptive-guidance/latest/automated-patching-for-mutable-instances-in-the-hybrid-cloud-using-aws-systems-manager/introduction.md): Learn about how to use AWS Systems Manager to automate patching for long-running Amazon EC2 instances. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/automated-patching-for-mutable-instances-in-the-hybrid-cloud-using-aws-systems-manager/llms.txt) - [AWS Prescriptive Guidance Designing an automated solution to analyze PDF files on the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/automated-pdf-analysis-solution/introduction.md): Build a serverless solution to automatically extract and analyze data from PDF files using Amazon Textract, Lambda, DynamoDB, and Amazon Quick Sight. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/automated-pdf-analysis-solution/llms.txt) - [AWS Prescriptive Guidance Automating AWS infrastructure documentation generation and analysis](https://docs.aws.amazon.com/prescriptive-guidance/latest/automating-aws-infrastructure-documentation-generation-and-analysis/introduction.md): Learn about the Infrastructure Documentation Generator tool that scans, documents, and analyzes AWS Cloud environments, enhancing resource governance and enabling actionable insights. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/automating-aws-infrastructure-documentation-generation-and-analysis/llms.txt) - [AWS Prescriptive Guidance AWS Cloud Adoption Framework: Platform perspective](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-caf-platform-perspective/introduction.md): The Platform perspective of the AWS Cloud Adoption Framework (AWS CAF), which focuses on accelerating the delivery of your cloud workloads with an enterprise-grade, scalable, hybrid cloud environment. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-caf-platform-perspective/llms.txt) - [AWS Prescriptive Guidance The AWS CDK layer guide](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-cdk-layers/introduction.md): The three layers of abstraction in the AWS CDK and how you can use these layers to optimize your resource provisioning processes. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-cdk-layers/llms.txt) - [AWS Prescriptive Guidance Transitioning from AWS Landing Zone to AWS Control Tower](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-control-tower/introduction.md): Because active development of the AWS Landing Zone solution has stopped, it's important to consider transitioning from AWS Landing Zone to AWS Control Tower. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-control-tower/llms.txt) - [AWS Prescriptive Guidance Best practices for applying the AWS Well-Architected Framework to AWS Managed Microsoft AD](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-directory-service-for-microsoft-ad-well-architected-analysis/introduction.md): Overview of best practices for applying the AWS Well-Architected Framework when using AWS Managed Microsoft AD. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-directory-service-for-microsoft-ad-well-architected-analysis/llms.txt) - [AWS Prescriptive Guidance AWS Key Management Service best practices](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-kms-best-practices/introduction.md): Learn best practices for using AWS Key Management Service, including strategies for key management, data protection, access control, monitoring, and cost optimization. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-kms-best-practices/llms.txt) - [AWS Prescriptive Guidance AWS multi-Region fundamentals](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-multi-region-fundamentals/introduction.md): Use cases, concepts, and recommendations for determining whether to adopt an AWS multi-Region strategy for your workload. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-multi-region-fundamentals/llms.txt) - [AWS Prescriptive Guidance Implementing security controls on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-security-controls/introduction.md): Design and implement the technical and administrative guardrails that help prevent, detect, or reduce the ability of a threat actor to exploit a security vulnerability in your AWS Cloud environment. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-security-controls/llms.txt) - [AWS Prescriptive Guidance AWS Security Reference Architecture - Payment Card Industry (PCI) Data Security Standard (DSS)](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-security-reference-architecture-payment-card-industry-pci-data-security-standard-dss/introduction.md): Avik Mukherjee, Amazon Web Services [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-security-reference-architecture-payment-card-industry-pci-data-security-standard-dss/llms.txt) - [AWS Prescriptive Guidance AWS Startup Security Baseline](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-startup-security-baseline/introduction.md): This guide provides a comprehensive set of controls for startups that want to establish a strong security foundation in the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-startup-security-baseline/llms.txt) - [AWS Prescriptive Guidance AWS storage for VMware professionals](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-storage-for-vmware-professionals/introduction.md): Comparing VMware on-premises storage to AWS Cloud alternatives. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/aws-storage-for-vmware-professionals/llms.txt) - [AWS Prescriptive Guidance Bare-metal hardware monitoring on AWS by using Telegraf and Redfish](https://docs.aws.amazon.com/prescriptive-guidance/latest/bare-metal-hardware-monitoring/introduction.md): Use Telegraf, Redfish, Amazon Managed Service for Prometheus, and Amazon Managed Grafana to collect and report data about hardware health. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/bare-metal-hardware-monitoring/llms.txt) - [AWS Prescriptive Guidance Best practices for using the AWS CDK in TypeScript to create IaC projects](https://docs.aws.amazon.com/prescriptive-guidance/latest/best-practices-cdk-typescript-iac/introduction.md): Best practices for using the AWS CDK in TypeScript to create IaC projects [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/best-practices-cdk-typescript-iac/llms.txt) - [AWS Prescriptive Guidance Best practices with Amazon Q Developer for in-line and assistant code generation](https://docs.aws.amazon.com/prescriptive-guidance/latest/best-practices-code-generation/introduction.md): Accelerate code development with generative-AI powered code generation and recommendations. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/best-practices-code-generation/llms.txt) - [AWS Prescriptive Guidance Best practices for cutting over network traffic to AWS during a migration](https://docs.aws.amazon.com/prescriptive-guidance/latest/best-practices-migration-cutover/introduction.md): Best practices for cutting over network traffic to AWS [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/best-practices-migration-cutover/llms.txt) - [AWS Prescriptive Guidance Implementing a bot control strategy on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/bot-control/introduction.md): Learn about bot landscape, its effect on your applications, and the available strategies and mitigation options. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/bot-control/llms.txt) - [AWS Prescriptive Guidance Use CCM and QPM to optimize recovery performance and execution plans in Amazon Aurora PostgreSQL](https://docs.aws.amazon.com/prescriptive-guidance/latest/ccm-and-qpm-aurora-postgresql/introduction.md): Review the benefits and use cases for the cluster cache management (CCM) and query plan management (QPM) features in Amazon Aurora PostgreSQL-Compatible Edition. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/ccm-and-qpm-aurora-postgresql/llms.txt) - [AWS Prescriptive Guidance Strengthening security in IAM Roles Anywhere by using certificate-based access controls](https://docs.aws.amazon.com/prescriptive-guidance/latest/certificate-based-access-controls/introduction.md): Strengthen security in IAM Roles Anywhere by effectively managing certificate attributes and IAM role trust relationships and by implementing fine-grained access controls and the principle of least privilege. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/certificate-based-access-controls/llms.txt) - [AWS Prescriptive Guidance Increasing resilience and improving customer experience by using chaos engineering on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/chaos-engineering-on-aws/introduction.md): The benefits of chaos engineering, how to conduct chaos engineering experiments, and approaches for implementing chaos engineering at scale in your organization. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/chaos-engineering-on-aws/llms.txt) - [AWS Prescriptive Guidance Choosing an infrastructure as code tool for your organization](https://docs.aws.amazon.com/prescriptive-guidance/latest/choose-iac-tool/introduction.md): Learn about AWS CloudFormation, AWS CDK, Terraform, and Pulumi, and review guidance about how to choose which tool is right for your organization. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/choose-iac-tool/llms.txt) - [AWS Prescriptive Guidance Choosing an AWS vector database for RAG use cases](https://docs.aws.amazon.com/prescriptive-guidance/latest/choosing-an-aws-vector-database-for-rag-use-cases/introduction.md): Learn how to choose an AWS vector database for a Retrieval Augmented Generation (RAG) solution. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/choosing-an-aws-vector-database-for-rag-use-cases/llms.txt) - [AWS Prescriptive Guidance Choosing a Git branching strategy for multi-account DevOps environments](https://docs.aws.amazon.com/prescriptive-guidance/latest/choosing-git-branch-approach/introduction.md): Review the Trunk, GitHub Flow, and Gitflow branching strategies, and choose the best fit for your organization. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/choosing-git-branch-approach/llms.txt) - [AWS Prescriptive Guidance Choosing the right AWS service for your microservice endpoints](https://docs.aws.amazon.com/prescriptive-guidance/latest/choosing-the-right-aws-service-for-your-microservice-endpoints/introduction.md): Learn how to choose between Application Load Balancer, Amazon API Gateway, and AWS Lambdafunction URLs for creating HTTP endpoints in microservices architectures. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/choosing-the-right-aws-service-for-your-microservice-endpoints/llms.txt) - [AWS Prescriptive Guidance Building a Cloud Center of Excellence within your organization](https://docs.aws.amazon.com/prescriptive-guidance/latest/cloud-center-of-excellence/introduction.md): Build an effective Cloud Center of Excellence (CCoE) unit within your organization and implement governance within it. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/cloud-center-of-excellence/llms.txt) - [AWS Prescriptive Guidance Cloud design patterns, architectures, and implementations](https://docs.aws.amazon.com/prescriptive-guidance/latest/cloud-design-patterns/introduction.md): Technical documentation, architecture best practices, and reference implementations for commonly used cloud design patterns. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/cloud-design-patterns/llms.txt) - [AWS Prescriptive Guidance Version-controlled AWS CloudFormation deployments using commit ID tagging](https://docs.aws.amazon.com/prescriptive-guidance/latest/cloud-formation-version-control-guide/introduction.md): Implement version tracking and environment consistency for AWS CloudFormation deployments using Git commit IDs with AWS CodePipeline and CodeBuild. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/cloud-formation-version-control-guide/llms.txt) - [AWS Prescriptive Guidance Preparation guide for CMMC Level 2 on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/cmmc-level-2-compliance-on-aws/introduction.md): Prepare for CMMC Level 2 certification on AWS with guidance on scoping CUI boundaries, implementing NIST SP 800-171 requirements, and automating compliance. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/cmmc-level-2-compliance-on-aws/llms.txt) - [AWS Prescriptive Guidance Containerizing and migrating Java applications using AWS App2Container](https://docs.aws.amazon.com/prescriptive-guidance/latest/containerize-java-a2c/introduction.md): Guide to using the &AWS; App2Container command line tool to lift and shift applications to run in Amazon ECS or Amazon EKS in the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/containerize-java-a2c/llms.txt) - [AWS Prescriptive Guidance Using Control-M workflow orchestrator integration with AWS Mainframe Modernization](https://docs.aws.amazon.com/prescriptive-guidance/latest/control-m-batch-scheduler/introduction.md): Integrate Control-M workflow orchestration with AWS Mainframe Modernization to modernize batch applications. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/control-m-batch-scheduler/llms.txt) - [AWS Prescriptive Guidance Creating production-ready ML pipelines on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/creating-production-ready-ml-pipelines-on-aws/introduction.md): How to transition from the modeling and implementation phases to deliver a complete, scalable ML pipeline that is ready for production. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/creating-production-ready-ml-pipelines-on-aws/llms.txt) - [AWS Prescriptive Guidance Cyber threat intelligence sharing on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/cyber-threat-intelligence-sharing/introduction.md): Build a threat intelligence platform on AWS that automates security responses and shares cyber threat intelligence. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/cyber-threat-intelligence-sharing/llms.txt) - [AWS Prescriptive Guidance Designing a data lake for growth and scale on the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/data-lake-for-growth-scale/introduction.md): Designing a data lake for growth and scale on the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/data-lake-for-growth-scale/llms.txt) - [AWS Prescriptive Guidance Data perimeter for Amazon Bedrock: Securing generative AI workloads](https://docs.aws.amazon.com/prescriptive-guidance/latest/data-perimeter-for-amazon-bedrock/introduction.md): Implement data perimeter controls for Amazon Bedrock to restrict access to foundation models, custom models, and knowledge bases within your AWS environment. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/data-perimeter-for-amazon-bedrock/llms.txt) - [AWS Prescriptive Guidance Decoupling data storage from SAS servers using Amazon FSx for Windows File Server](https://docs.aws.amazon.com/prescriptive-guidance/latest/data-storage-decoupling-sas-fsx/introduction.md): Guide for decoupling data storage from SAS servers using Amazon FSx for Windows File Server. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/data-storage-decoupling-sas-fsx/llms.txt) - [AWS Prescriptive Guidance Database decomposition on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/database-decomposition/introduction.md): Learn strategies and best practices for decomposing monolithic databases on AWS, including access control, business logic migration, and table decoupling patterns. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/database-decomposition/llms.txt) - [AWS Prescriptive Guidance Prioritization guide for refactoring Microsoft SQL Server and Oracle databases on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/database-refactor-prioritization/introduction.md): How to identify on-premises Oracle and SQL Server databases that you can migrate easily to open-source database engines on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/database-refactor-prioritization/llms.txt) - [AWS Prescriptive Guidance Defining Amazon S3 bucket and path names for data lake layers](https://docs.aws.amazon.com/prescriptive-guidance/latest/defining-bucket-names-data-lakes/introduction.md): Create a consistent naming standard for Amazon S3 buckets and paths in data lakes hosted on the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/defining-bucket-names-data-lakes/llms.txt) - [AWS Prescriptive Guidance Designing a DevSecOps mechanism](https://docs.aws.amazon.com/prescriptive-guidance/latest/designing-a-devsecops-mechanism/introduction.md): Learn about tactical guidance for implementing DevOps and DevSecOps processes, moving beyond IaaS and iPaaS to a more nuanced approach for deployment pipelines. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/designing-a-devsecops-mechanism/llms.txt) - [AWS Prescriptive Guidance Designing an AWS Control Tower landing zone](https://docs.aws.amazon.com/prescriptive-guidance/latest/designing-control-tower-landing-zone/introduction.md): Best practices for designing a landing zone in AWS Control Tower, setting up the account structure, and configuring networking, logging, and authentication. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/designing-control-tower-landing-zone/llms.txt) - [AWS Prescriptive Guidance Standardizing IaC pipelines by using the AWS DevOps Pipeline Accelerator](https://docs.aws.amazon.com/prescriptive-guidance/latest/devops-pipeline-accelerator/introduction.md): Use templates that help you build standardized continuous integration and continuous delivery (CI/CD) pipelines for deploying infrastructure as code (IaC). [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/devops-pipeline-accelerator/llms.txt) - [AWS Prescriptive Guidance Choosing a DR capability for standard editions of Amazon RDS for Oracle and SQL Server](https://docs.aws.amazon.com/prescriptive-guidance/latest/dr-standard-edition-amazon-rds/introduction.md): Learn about the available disaster recovery (DR) solutions for standard editions of Amazon RDS for Oracle and SQL Server. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/dr-standard-edition-amazon-rds/llms.txt) - [AWS Prescriptive Guidance Modeling data with Amazon DynamoDB](https://docs.aws.amazon.com/prescriptive-guidance/latest/dynamodb-data-modeling/introduction.md): Recommended process for modeling data by using Amazon DynamoDB. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/dynamodb-data-modeling/llms.txt) - [AWS Prescriptive Guidance Integrating Amazon DynamoDB and Amazon ElastiCache by using read-through caching](https://docs.aws.amazon.com/prescriptive-guidance/latest/dynamodb-elasticache-integration/introduction.md): How to integrate DynamoDB and ElastiCache by implementing a client-side shim that adds read-through caching to DynamoDB calls without requiring significant code modification. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/dynamodb-elasticache-integration/llms.txt) - [AWS Prescriptive Guidance Cross-account full table copy options for Amazon DynamoDB](https://docs.aws.amazon.com/prescriptive-guidance/latest/dynamodb-full-table-copy-options/introduction.md): An overview of seven approaches for performing full table copy of Amazon DynamoDB tables across AWS accounts. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/dynamodb-full-table-copy-options/llms.txt) - [AWS Prescriptive Guidance Using Amazon DynamoDB global tables](https://docs.aws.amazon.com/prescriptive-guidance/latest/dynamodb-global-tables/introduction.md): How to use DynamoDB global tables effectively, including a discussion of write models, request routing choices, techniques for evacuating live or offline Regions, and capacity planning. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/dynamodb-global-tables/llms.txt) - [AWS Prescriptive Guidance Choosing the right GitOps tool for your Amazon EKS cluster](https://docs.aws.amazon.com/prescriptive-guidance/latest/eks-gitops-tools/introduction.md): Comparison of nine GitOps tools for Amazon EKS clusters, including evaluation of their features, use cases, and implementation of GitOps principles. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/eks-gitops-tools/llms.txt) - [AWS Prescriptive Guidance Encryption best practices and features for AWS services](https://docs.aws.amazon.com/prescriptive-guidance/latest/encryption-best-practices/introduction.md): For core AWS services, review recommendations for encrypting data at rest and in transit, including selecting an approach based on your data classification and business needs. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/encryption-best-practices/llms.txt) - [AWS Prescriptive Guidance Required endpoints for AWS IoT SiteWise Edge gateways](https://docs.aws.amazon.com/prescriptive-guidance/latest/endpoints-for-iot-sitewise-edge-gateways/introduction.md): Review and configure the AWS service endpoints that are required for a fully functioning AWS IoT SiteWise Edge gateway. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/endpoints-for-iot-sitewise-edge-gateways/llms.txt) - [AWS Prescriptive Guidance Building an Enterprise Blueprint Factory by using AWS Service Catalog](https://docs.aws.amazon.com/prescriptive-guidance/latest/enterprise-blueprint-factory/introduction.md): Use CI/CD pipelines and AWS Service Catalog to help you securely create, validate, publish, distribute, and use IaC templates. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/enterprise-blueprint-factory/llms.txt) - [AWS Prescriptive Guidance Reaching Essential Eight maturity on AWS: Security and compliance for Australian organizations](https://docs.aws.amazon.com/prescriptive-guidance/latest/essential-eight-maturity/introduction.md): Guidance and case studies to help you reach maturity level three for the Australian Cyber Security Centre's Essential Eight framework in your AWS environment. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/essential-eight-maturity/llms.txt) - [AWS Prescriptive Guidance Effort estimation framework for migrating OpenShift to Amazon EKS](https://docs.aws.amazon.com/prescriptive-guidance/latest/estimates-for-open-shift-to-aws-eks/introduction.md): Pratap Kumar Nanda and Pradip kumar Pandey, Amazon Web Services [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/estimates-for-open-shift-to-aws-eks/llms.txt) - [AWS Prescriptive Guidance Evaluate downgrading Oracle databases to Standard Edition 2 on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/evaluate-downgrading-oracle-edition/introduction.md): Assess your Oracle databases and determine which ones can be downgraded from Enterprise Edition. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/evaluate-downgrading-oracle-edition/llms.txt) - [AWS Prescriptive Guidance Evaluate downgrading Microsoft SQL Server from Enterprise edition to Standard edition on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/evaluate-downgrading-sql-server-edition/introduction.md): An overview for changing edtions and moving databases from on premises to the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/evaluate-downgrading-sql-server-edition/llms.txt) - [AWS Prescriptive Guidance Evaluating migration readiness](https://docs.aws.amazon.com/prescriptive-guidance/latest/evaluating-migration-readiness/introduction.md): Learn how to assess your enterprise's migration preparedness, understand strengths and weaknesses, and build an action plan to close identified gaps. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/evaluating-migration-readiness/llms.txt) - [AWS Prescriptive Guidance Failure Mode and Effects Analysis for applications on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/failure-mode-effects-analysis/introduction.md): Implement Failure Mode and Effects Analysis (FMEA) to identify and mitigate potential failures before production deployment through sprint integration. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/failure-mode-effects-analysis/llms.txt) - [AWS Prescriptive Guidance Forecasting demand for freight capacity by using Amazon SageMaker AI](https://docs.aws.amazon.com/prescriptive-guidance/latest/forecast-demand-freight-capacity/introduction.md): Use machine learning to build a demand-forecasting solution on AWS that uses multiple historical internal and external data sources. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/forecast-demand-freight-capacity/llms.txt) - [AWS Prescriptive Guidance Forecasting demand for new product introductions by using AWS machine learning services](https://docs.aws.amazon.com/prescriptive-guidance/latest/forecast-demand-new-product/introduction.md): Use a machine learning model to forecast demand for new product introductions and provide value across your supply chain. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/forecast-demand-new-product/llms.txt) - [AWS Prescriptive Guidance Generative AI inference architecture and best practices on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/gen-ai-inference-architecture-and-best-practices-on-aws/introduction.md): Learn how to select and implement appropriate AWS inference services, design resilient architectures, and apply proven best practices. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/gen-ai-inference-architecture-and-best-practices-on-aws/llms.txt) - [AWS Prescriptive Guidance Generative AI Lifecycle Operational Excellence framework on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/gen-ai-lifecycle-operational-excellence/introduction.md): Review a framework for managing generative AI applications from proof-of-concept to production, including best practices for development, testing, and security. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/gen-ai-lifecycle-operational-excellence/llms.txt) - [AWS Prescriptive Guidance Generative AI workload assessment](https://docs.aws.amazon.com/prescriptive-guidance/latest/gen-ai-workload-assessment/introduction.md): Overview of the purpose, benefits, audience, and scope of generative AI workload assessment. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/gen-ai-workload-assessment/llms.txt) - [AWS Prescriptive Guidance Using Amazon Comprehend Medical and LLMs for healthcare and life sciences](https://docs.aws.amazon.com/prescriptive-guidance/latest/generative-ai-nlp-healthcare/introduction.md): Review approaches and AWS services that you can use to perform generative AI and natural language processing tasks on healthcare and life science data. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/generative-ai-nlp-healthcare/llms.txt) - [AWS Prescriptive Guidance Getting started with Terraform: Guidance for AWS CDK and AWS CloudFormation experts](https://docs.aws.amazon.com/prescriptive-guidance/latest/getting-started-terraform/introduction.md): Learn about Terraform concepts and explore how Terraform compares to AWS CloudFormation and the AWS CDK. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/getting-started-terraform/llms.txt) - [AWS Prescriptive Guidance Governing and architecting the diversity of agentic AI at scale](https://docs.aws.amazon.com/prescriptive-guidance/latest/govern-architect-agentic-ai/introduction.md): This guidance addresses a critical challenge deploying AI at scale: how to govern and architect the growing diversity of agentic AI. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/govern-architect-agentic-ai/llms.txt) - [AWS Prescriptive Guidance Designing for high availability and resiliency in Amazon EKS applications](https://docs.aws.amazon.com/prescriptive-guidance/latest/ha-resiliency-amazon-eks-apps/introduction.md): Learn about widely recognized recommendations and best practices for designing and managing Amazon EKS microservice applications. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/ha-resiliency-amazon-eks-apps/llms.txt) - [AWS Prescriptive Guidance Building hexagonal architectures on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/hexagonal-architectures/introduction.md): Use a hexagonal architecture in AWS to develop enterprise software architectures that are easy to maintain, develop, and scale. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/hexagonal-architectures/llms.txt) - [AWS Prescriptive Guidance Best practices for building a hybrid cloud architecture with AWS services](https://docs.aws.amazon.com/prescriptive-guidance/latest/hybrid-cloud-best-practices/introduction.md): Architectures and best practices for adopting AWS hybrid and edge services such as AWS Outposts and AWS Local Zones to build a hybrid cloud environment with AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/hybrid-cloud-best-practices/llms.txt) - [AWS Prescriptive Guidance Hyperscaling Aurora MySQL-Compatible to handle sudden traffic growth](https://docs.aws.amazon.com/prescriptive-guidance/latest/hyperscale-aurora-mysql/introduction.md): Use these approaches to address unexpected loads by scaling the database instance. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/hyperscale-aurora-mysql/llms.txt) - [AWS Prescriptive Guidance Synchronizing infrastructure as code (IaC) with event-driven programming (EDP)](https://docs.aws.amazon.com/prescriptive-guidance/latest/iac-edp-combo-approach/introduction.md): Introduction to the IaC and EDP guide. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/iac-edp-combo-approach/llms.txt) - [AWS Prescriptive Guidance Implementing IaP on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/iap-on-aws/introduction.md): Kirsten Kissmeyer, Amazon Web Services [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/iap-on-aws/llms.txt) - [AWS Prescriptive Guidance Image classification solutions on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/image-classification/introduction.md): Discover best practices for image classification on AWS and which services and features to use. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/image-classification/llms.txt) - [AWS Prescriptive Guidance Designing and implementing logging and monitoring with Amazon CloudWatch](https://docs.aws.amazon.com/prescriptive-guidance/latest/implementing-logging-monitoring-cloudwatch/introduction.md): Khurram Nizami, Amazon Web Services [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/implementing-logging-monitoring-cloudwatch/llms.txt) - [AWS Prescriptive Guidance Implementing inline traffic inspection using third-party security appliances](https://docs.aws.amazon.com/prescriptive-guidance/latest/inline-traffic-inspection-third-party-appliances/introduction.md): This guide describes how to implement inline traffic inspection architectures by using third-party firewall appliances, AWS Transit Gateway, and Gateway Load Balancers on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/inline-traffic-inspection-third-party-appliances/llms.txt) - [AWS Prescriptive Guidance Integrating third-party services in the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/integrate-third-party-services/introduction.md): Review the options, advantages, and drawbacks of different solutions for integrating third-party services into your AWS Cloud environment. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/integrate-third-party-services/llms.txt) - [AWS Prescriptive Guidance Building an internal developer platform on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/internal-developer-platform/introduction.md): Review the principles and capabilities of an internal developer platform and learn about how to build one in the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/internal-developer-platform/llms.txt) - [AWS Prescriptive Guidance Manufacturing devices at scale with AWS IoT Greengrass golden images](https://docs.aws.amazon.com/prescriptive-guidance/latest/iot-greengrass-golden-images/introduction.md): How to produce a golden image with preinstalled components for your IoT devices to improve the efficiency and scalability of factory-line device programming. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/iot-greengrass-golden-images/llms.txt) - [AWS Prescriptive Guidance Designing the foundation of a dynamic and modular IVR experience on Connect Customer](https://docs.aws.amazon.com/prescriptive-guidance/latest/ivr-design-on-connect/introduction.md): Key principles and recommendations for creating the foundational design of an interactive voice response (IVR) system in the AWS Cloud, using Amazon Connect Customer. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/ivr-design-on-connect/llms.txt) - [AWS Prescriptive Guidance Improve performance using AWS Lambda event filtering and partial batch responses for Amazon SQS](https://docs.aws.amazon.com/prescriptive-guidance/latest/lambda-event-filtering-partial-batch-responses-for-sqs/introduction.md): Improve serverless application performance by configuring AWS Lambda event filtering and partial batch responses for Amazon SQS event sources. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/lambda-event-filtering-partial-batch-responses-for-sqs/llms.txt) - [AWS Prescriptive Guidance Foundation playbook for AWS large migrations](https://docs.aws.amazon.com/prescriptive-guidance/latest/large-migration-foundation-playbook/introduction.md): Guidance on preparing the people and platform foundations to support an AWS large migration. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/large-migration-foundation-playbook/llms.txt) - [AWS Prescriptive Guidance Project governance playbook for AWS large migrations](https://docs.aws.amazon.com/prescriptive-guidance/latest/large-migration-governance-playbook/introduction.md): This playbook provides a step-by-step approach for building an effective governance model for a large migration project. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/large-migration-governance-playbook/llms.txt) - [AWS Prescriptive Guidance Guide for AWS large migrations](https://docs.aws.amazon.com/prescriptive-guidance/latest/large-migration-guide/introduction.md): This guide describes a high-level, phased approach for implementing the AWS best practices for large migrations. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/large-migration-guide/llms.txt) - [AWS Prescriptive Guidance Introduction to governance for AWS large migrations](https://docs.aws.amazon.com/prescriptive-guidance/latest/large-migration-intro-governance/introduction.md): Learn how a governance model can help you structure and accelerate large migrations to the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/large-migration-intro-governance/llms.txt) - [AWS Prescriptive Guidance Migration playbook for AWS large migrations](https://docs.aws.amazon.com/prescriptive-guidance/latest/large-migration-migration-playbook/introduction.md): Introduction to the large migration series, and how to use the migration playbook, its runbooks, tools, and templates. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/large-migration-migration-playbook/llms.txt) - [AWS Prescriptive Guidance Portfolio playbook for AWS large migrations](https://docs.aws.amazon.com/prescriptive-guidance/latest/large-migration-portfolio-playbook/introduction.md): Introduction to the large migration series, and how to use the portfolio playbook, its runbooks, tools, and templates. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/large-migration-portfolio-playbook/llms.txt) - [AWS Prescriptive Guidance Planning large VDI migrations to the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/large-migration-vdi/introduction.md): Licensing, networking, storage, and capacity considerations when performing a large-scale VDI migration to the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/large-migration-vdi/llms.txt) - [AWS Prescriptive Guidance Implementing policies for least-privilege permissions for AWS CloudFormation](https://docs.aws.amazon.com/prescriptive-guidance/latest/least-privilege-cloudformation/introduction.md): Learn how to use identity-based and resource-based policies in IAM to implement fine-grained access control for AWS CloudFormation. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/least-privilege-cloudformation/llms.txt) - [AWS Prescriptive Guidance Prompt engineering best practices to avoid prompt injection attacks on modern LLMs](https://docs.aws.amazon.com/prescriptive-guidance/latest/llm-prompt-engineering-best-practices/introduction.md): Guidelines for mitigating prompt engineering and prompt injection attacks on large language models (LLMs). [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/llm-prompt-engineering-best-practices/llms.txt) - [AWS Prescriptive Guidance Integrating Learning Management Systems (LMS) with AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/lms-integration-with-aws/introduction.md): Review practical architectures and implementation approaches for integrating Learning Management Systems (LMS) with AWS services. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/lms-integration-with-aws/llms.txt) - [AWS Prescriptive Guidance Choosing a stickiness strategy for your load balancer](https://docs.aws.amazon.com/prescriptive-guidance/latest/load-balancer-stickiness/introduction.md): Types of load balancer stickiness, and how to configure sticky sessions and target group stickiness in the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/load-balancer-stickiness/llms.txt) - [AWS Prescriptive Guidance Load testing applications](https://docs.aws.amazon.com/prescriptive-guidance/latest/load-testing/introduction.md): Choose from different approaches to load testing and tools, based on your business requirements. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/load-testing/llms.txt) - [AWS Prescriptive Guidance Logging and monitoring guide for application owners](https://docs.aws.amazon.com/prescriptive-guidance/latest/logging-monitoring-for-application-owners/introduction.md): Review logging best practices for applications, and learn about which AWS services can help you log and monitor workloads in the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/logging-monitoring-for-application-owners/llms.txt) - [AWS Prescriptive Guidance Decomposing legacy mainframe applications by using AWS Transform](https://docs.aws.amazon.com/prescriptive-guidance/latest/mainframe-decomposition-aws-transform/introduction.md): How to modernize your legacy COBOL-based mainframe applications through decomposition and plan your migration by using AWS Transform, to create modular, business-aligned Java applications in the cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/mainframe-decomposition-aws-transform/llms.txt) - [AWS Prescriptive Guidance Using materialized views in Amazon Redshift](https://docs.aws.amazon.com/prescriptive-guidance/latest/materialized-views-redshift/introduction.md): Guidance for using materialized views in Amazon Redshift. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/materialized-views-redshift/llms.txt) - [AWS Prescriptive Guidance Model Context Protocol strategies on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/mcp-strategies/introduction.md): Learn strategies for implementing Model Context Protocol in enterprise AI systems, including tool design, server hosting, and governance practices. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/mcp-strategies/llms.txt) - [AWS Prescriptive Guidance Modernizing manufacturing execution systems (MES) in the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/mes-on-aws/introduction.md): An approach to implementing a microservice-based MES by using AWS services and technologies, and integrating, enhancing, and managing those microservices. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/mes-on-aws/llms.txt) - [AWS Prescriptive Guidance Understanding and implementing micro-frontends on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/micro-frontends-aws/introduction.md): Learn about the advantages and complexities of implementing micro-frontends as a distributed-system approach. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/micro-frontends-aws/llms.txt) - [AWS Prescriptive Guidance Migrating an on-premises Avaya contact center to Amazon Connect Customer and Amazon Lex](https://docs.aws.amazon.com/prescriptive-guidance/latest/migrate-avaya-to-connect-lex/introduction.md): Scale and modernize contact center operations in the cloud and provide customers with lifelike conversational experiences. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migrate-avaya-to-connect-lex/llms.txt) - [AWS Prescriptive Guidance Migrating bulky Oracle databases to AWS for cross-platform environments](https://docs.aws.amazon.com/prescriptive-guidance/latest/migrate-bulky-oracle-databases/introduction.md): How to migrate extremely large data sets from on-premises Oracle databases to Oracle databases on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migrate-bulky-oracle-databases/llms.txt) - [AWS Prescriptive Guidance Migrating SAS Viya to the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/migrating-sas-viya-to-the-aws-cloud/introduction.md): Migrate SAS Viya from your on-premises environment to AWS, and re-architect and modernize your SAS workloads by using Amazon EKS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migrating-sas-viya-to-the-aws-cloud/llms.txt) - [AWS Prescriptive Guidance Migrating large-scale self-managed Kubernetes clusters to Amazon EKS](https://docs.aws.amazon.com/prescriptive-guidance/latest/migrating-self-managed-kubernetes-cluster-to-amazon-eks/introduction.md): Review a practical guide for migrating enterprise Kubernetes clusters to Amazon EKS including planning, migration challenges, and operational lessons. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migrating-self-managed-kubernetes-cluster-to-amazon-eks/llms.txt) - [AWS Prescriptive Guidance Best practices for retiring applications before decommissioning infrastructure](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-app-retirement-best-practices/introduction.md): Guide overview for retiring applications before decommissioning infrastructure. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-app-retirement-best-practices/llms.txt) - [AWS Prescriptive Guidance Migrating legacy ASP.NET Web Forms applications to AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-asp-net-web-forms/introduction.md): Options for hosting, deploying, and scaling ASP.NET Web Forms applications, which can be large monoliths that contain legacy code, on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-asp-net-web-forms/llms.txt) - [AWS Prescriptive Guidance Migrate workloads to the AWS Cloud by using CloudEndure Migration](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-cloudendure/introduction.md): Lift and shift your applications from a physical, virtual, and cloud-based infrastructure to the AWS Cloud by using CloudEndure Migration. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-cloudendure/llms.txt) - [AWS Prescriptive Guidance Choosing a migration tool for rehosting databases](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-database-rehost-tools/introduction.md): Factors to consider when choosing a lift-and-shift migration tool for workloads that include databases. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-database-rehost-tools/llms.txt) - [AWS Prescriptive Guidance Migrating on-premises PostgreSQL databases to Amazon EC2](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-databases-postgresql-ec2/introduction.md): Understand the different options, best practices, and common scenarios for migrating your PostgreSQL database to Amazon EC2 instances. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-databases-postgresql-ec2/llms.txt) - [AWS Prescriptive Guidance Migrating from F5 BIG-IP to F5 BIG-IP VE on the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-f5-big-ip/introduction.md): Rehost F5 BIG IP security and traffic management solutions to the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-f5-big-ip/llms.txt) - [AWS Prescriptive Guidance Automating large-scale server migrations with Cloud Migration Factory](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-factory-cloudendure/introduction.md): Migrate your Linux and Windows servers to Amazon EC2 instances in the AWS Cloud automatically. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-factory-cloudendure/llms.txt) - [AWS Prescriptive Guidance Migrating large, multi-terabyte MySQL or MariaDB databases to AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-large-mysql-mariadb-databases/introduction.md): Review the best practices and available approaches for migrating large, multi-terabyte MySQL or MariaDB databases from an on-premises server to the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-large-mysql-mariadb-databases/llms.txt) - [AWS Prescriptive Guidance Options, tools, and best practices for migrating Microsoft workloads to AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-microsoft-workloads-aws/introduction.md): Learn about options, tools, and best practices that can help you streamline the migration of your Microsoft workloads to the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-microsoft-workloads-aws/llms.txt) - [AWS Prescriptive Guidance Migrating to MongoDB Atlas on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-mongodb-atlas/introduction.md): Use cases, architecture, tools, and considerations for migrating databases to MongoDB Atlas on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-mongodb-atlas/llms.txt) - [AWS Prescriptive Guidance Migrating OpenText TeamSite and Media Management workloads to the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-opentext-teamsite/introduction.md): High-level steps and guidance for migrating OpenText TeamSite and Media Management workloads to AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-opentext-teamsite/llms.txt) - [AWS Prescriptive Guidance Modernizing operations in the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-operations-integration/introduction.md): The operations integration (OI) workstream and how to incorporate tools, people, and processes into the activities to build a cloud operating model as you migrate to AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-operations-integration/llms.txt) - [AWS Prescriptive Guidance Migrating Oracle databases to the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-oracle-database/introduction.md): Strategies, tools, and best practices for migrating Oracle databases from on premises to the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-oracle-database/llms.txt) - [AWS Prescriptive Guidance Migrating perimeter zone applications to the AWS Cloud using AWS Network Firewall](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-perimeter-zone-apps-network-firewall/introduction.md): Review best practices for migrating applications that are hosted on an on-premises perimeter zone to the AWS Cloud by using AWS Network Firewall. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-perimeter-zone-apps-network-firewall/llms.txt) - [AWS Prescriptive Guidance Setting up an agile program to accelerate cloud migrations](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-program-implementation/introduction.md): Set up an agile approach to accelerate your cloud migrations at scale, by using epics to structure work and sprints to manage migration processes. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-program-implementation/llms.txt) - [AWS Prescriptive Guidance Replatforming COTS and in-house applications during a migration to the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-replatforming-cots-applications/introduction.md): Replatforming COTS and in-house applications during a migration to the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-replatforming-cots-applications/llms.txt) - [AWS Prescriptive Guidance Best practices for assessing applications to be retired during a migration to the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-retiring-applications/introduction.md): Review six best practices to use when assessing applications to be retired during a migration to the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-retiring-applications/llms.txt) - [AWS Prescriptive Guidance Migrating SAS Grid to the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-sas-grid/introduction.md): Rehost or replatform SAS Grid from on premises or privately hosted environment to AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-sas-grid/llms.txt) - [AWS Prescriptive Guidance Migrating from Apache Solr to Amazon OpenSearch Service](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-solr-opensearch/introduction.md): Essential knowledge and practical steps for migrating from Apache Solr to Amazon OpenSearch Service, including guidance on how to address the complexities involved in this transition. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-solr-opensearch/llms.txt) - [AWS Prescriptive Guidance Migrating Microsoft SQL Server databases to the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-sql-server/introduction.md): Strategies, tools, and best practices for migrating SQL Server databases from on premises to the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-sql-server/llms.txt) - [AWS Prescriptive Guidance Migrating SSIS ETL jobs to AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-ssis-etl/introduction.md): Steps, best practices, and recommendations for migrating on-premises SSIS ETL/ELT jobs to the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-ssis-etl/llms.txt) - [AWS Prescriptive Guidance Migrating on-premises Teradata Vantage environments to Teradata VantageCloud Enterprise on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-teradata-vantagecloud-aws/introduction.md): Introduction to the guide for migrating to Teradata VantageCloud Enterprise on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-teradata-vantagecloud-aws/llms.txt) - [AWS Prescriptive Guidance Migrating on-premises Teradata environments to Teradata VantageCloud Lake on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-teradata-vantagecloud-lake/introduction.md): Benefits, costs, licenses, and prerequisites for migrating from Teradata Vantage on premises to Teradata VantageCloud Lake on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-teradata-vantagecloud-lake/llms.txt) - [AWS Prescriptive Guidance Tools for migrating to the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-tools/introduction.md): Use tool attributes and capabilities to help you find AWS and AWS Partner tools that can help you accelerate your migration to the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/migration-tools/llms.txt) - [AWS Prescriptive Guidance Machine learning model interpretability with AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/ml-model-interpretability/introduction.md): Model interpretability methods and best practices for machine learning practitioners. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/ml-model-interpretability/llms.txt) - [AWS Prescriptive Guidance Planning for successful MLOps](https://docs.aws.amazon.com/prescriptive-guidance/latest/ml-operations-planning/introduction.md): ML operations (MLOps) best practices that help mitigate challenges in deploying and monitoring ML projects. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/ml-operations-planning/llms.txt) - [AWS Prescriptive Guidance Evaluating your ML project with the MLOps checklist](https://docs.aws.amazon.com/prescriptive-guidance/latest/mlops-checklist/introduction.md): Use the MLOps checklist at any phase in your machine learning (ML) process. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/mlops-checklist/llms.txt) - [AWS Prescriptive Guidance Best practices for designing and implementing modern data-centric architecture use cases](https://docs.aws.amazon.com/prescriptive-guidance/latest/modern-data-centric-use-cases/introduction.md): Overview of the data-centric architecture guide. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/modern-data-centric-use-cases/llms.txt) - [AWS Prescriptive Guidance Modernizing ASP.NET (ASMX) web services incrementally by using containers and Amazon API Gateway](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-aspnet-web-services/introduction.md): Using the strangler fig, branch by abstraction, and service delegation patterns, and AWS services to migrate, modernize, and scale REST-based and SOAP-based legacy ASP.NET web services. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-aspnet-web-services/llms.txt) - [AWS Prescriptive Guidance Evaluating modernization readiness for applications in the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-assessing-applications/introduction.md): Process and best practices for assessing whether applications are ready for modernization in the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-assessing-applications/llms.txt) - [AWS Prescriptive Guidance Containerizing traditional Java EE applications for the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-containerize-javaee/introduction.md): Overview of modernization approaches for containerizing traditional Java EE applications for the AWS Cloud [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-containerize-javaee/llms.txt) - [AWS Prescriptive Guidance Enabling data persistence in microservices](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-data-persistence/introduction.md): Six patterns for enabling data persistence in microservices. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-data-persistence/llms.txt) - [AWS Prescriptive Guidance Decomposing monoliths into microservices](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-decomposing-monoliths/introduction.md): Patterns and processes for decomposing your monolithic applications into microservices. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-decomposing-monoliths/llms.txt) - [AWS Prescriptive Guidance Integrating microservices by using AWS serverless services](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-integrating-microservices/introduction.md): Patterns for synchronous and asynchronous communication between microservices by using serverless AWS services such as AWS Lambda and Amazon API Gateway for autonomy and scalability. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-integrating-microservices/llms.txt) - [AWS Prescriptive Guidance Mainframe modernization: Decoupling patterns for migrating application code](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-mainframe-decoupling-patterns/introduction.md): An overview of commonly used patterns to decouple mainframe application code when migrating and modernizing mainframe workloads on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-mainframe-decoupling-patterns/llms.txt) - [AWS Prescriptive Guidance Choosing an approach for modernizing .NET applications](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-net-applications/introduction.md): How to modernize your legacy .NET applications in the AWS Cloud: overview of migration and modernization strategies, limitations, AWS services, and tools. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-net-applications/llms.txt) - [AWS Prescriptive Guidance Phased approach to modernizing applications in the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-phased-approach/introduction.md): Develop foundational capabilities and accelerate modernization efforts for applications by using a phased approach. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-phased-approach/llms.txt) - [AWS Prescriptive Guidance Modernizing your application by migrating from an RDBMS to Amazon DynamoDB](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-rdbms-dynamodb/introduction.md): Migrating from an RDBMS to a NoSQL Amazon DynamoDB database to address RAD and high-performance requirements. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/modernization-rdbms-dynamodb/llms.txt) - [AWS Prescriptive Guidance Monitoring AWS CloudHSM by using metrics, audit logs, and alarms](https://docs.aws.amazon.com/prescriptive-guidance/latest/monitoring-cloudhsm/introduction.md): Review metrics and alarms that can help you monitor the health and security of AWS CloudHSM resources. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/monitoring-cloudhsm/llms.txt) - [AWS Prescriptive Guidance Multi-tenancy guidance for ISVs running Amazon Neptune databases](https://docs.aws.amazon.com/prescriptive-guidance/latest/multi-tenancy-amazon-neptune/introduction.md): For ISVs, consider silo or pool configurations, and evaluate strategies for managing tenant data and access for LPG or RDF models. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/multi-tenancy-amazon-neptune/llms.txt) - [AWS Prescriptive Guidance Applying the AWS Well-Architected Framework for Amazon Neptune Analytics](https://docs.aws.amazon.com/prescriptive-guidance/latest/neptune-analytics-well-architected-framework/introduction.md): AWS Well-Architected Framework design pillars, best practices, and considerations that apply to using Amazon Neptune Analytics. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/neptune-analytics-well-architected-framework/llms.txt) - [AWS Prescriptive Guidance Applying the AWS Well-Architected Framework for Amazon Neptune](https://docs.aws.amazon.com/prescriptive-guidance/latest/neptune-well-architected-framework/introduction.md): Use the AWS Well-Architected Framework to build secure, high-performing, resilient, and efficient graph databases on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/neptune-well-architected-framework/llms.txt) - [AWS Prescriptive Guidance AWS Organizational Change Acceleration (OCA) 6-Point Framework - 2. Align Leaders](https://docs.aws.amazon.com/prescriptive-guidance/latest/oca-framework-align-leaders/introduction.md): Overview and goals for the Align Leaders phase of the AWS OCA 6-Point Framework, and information about the OCA content set. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/oca-framework-align-leaders/llms.txt) - [AWS Prescriptive Guidance AWS Organizational Change Acceleration (OCA) 6-Point Framework – 5. Enable Capacity](https://docs.aws.amazon.com/prescriptive-guidance/latest/oca-framework-enable-capacity/introduction.md): Overview of the AWS OCA 6-Point Framework, with detailed information about the Enable Capacity workstream and its objectives. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/oca-framework-enable-capacity/llms.txt) - [AWS Prescriptive Guidance AWS Organizational Change Acceleration (OCA) 6-Point Framework – 4. Engage the Organization](https://docs.aws.amazon.com/prescriptive-guidance/latest/oca-framework-engage-organization/introduction.md): Overview of the AWS OCA 6-Point Framework, with detailed information about the Engage the Organization workstream and its objectives. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/oca-framework-engage-organization/llms.txt) - [AWS Prescriptive Guidance AWS Organizational Change Acceleration (OCA) 6-Point Framework - 3. Envision the Future](https://docs.aws.amazon.com/prescriptive-guidance/latest/oca-framework-envision-future/introduction.md): Overview and goals for the Envision the Future phase of the AWS OCA 6-Point Framework, and information about the OCA content set. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/oca-framework-envision-future/llms.txt) - [AWS Prescriptive Guidance AWS Organizational Change Acceleration (OCA) 6-Point Framework – 6. Make Culture Change Stick](https://docs.aws.amazon.com/prescriptive-guidance/latest/oca-framework-make-culture-change-stick/introduction.md): Discussion of the Make Culture Change Stick workstream of the AWS OCA 6-Point Framework and its objectives. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/oca-framework-make-culture-change-stick/llms.txt) - [AWS Prescriptive Guidance AWS Organizational Change Acceleration (OCA) 6-Point Framework - 1. Mobilize Team](https://docs.aws.amazon.com/prescriptive-guidance/latest/oca-framework-mobilize-team/introduction.md): Overview and goals for the Mobilize Team phase of the AWS OCA 6-Point Framework, and information about the OCA content set. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/oca-framework-mobilize-team/llms.txt) - [AWS Prescriptive Guidance Migrating to Amazon OpenSearch Service](https://docs.aws.amazon.com/prescriptive-guidance/latest/opensearch-service-migration/introduction.md): Learn about the stages of migration to Amazon OpenSearch Service on AWS, including best practices and instructions, for an effective and efficient approach. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/opensearch-service-migration/llms.txt) - [AWS Prescriptive Guidance Optimize costs for Microsoft workloads on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/optimize-costs-microsoft-workloads/introduction.md): Learn how to optimize costs for your Amazon EC2, SQL Server, container, storage, Active Directory, and .NET workloads on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/optimize-costs-microsoft-workloads/llms.txt) - [AWS Prescriptive Guidance Transferring Oracle Database dump files from on premises to AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/oracle-dump-files-aws/introduction.md): Review different approaches for migrating by transferring Oracle Database dump files from your on-premises environment to AWS [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/oracle-dump-files-aws/llms.txt) - [AWS Prescriptive Guidance OU structure in regulated AWS landing zones: an example from the pharmaceutical industry](https://docs.aws.amazon.com/prescriptive-guidance/latest/ou-structure-landing-zone/introduction.md): How to design an OU structure in conjunction with AWS Control Tower to manage a multi-account cloud environment. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/ou-structure-landing-zone/llms.txt) - [AWS Prescriptive Guidance Patterns](https://docs.aws.amazon.com/prescriptive-guidance/latest/patterns/welcome.md): Step-by-step instructions, tools, and code for implementing common migration and modernization scenarios. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/patterns/llms.txt) - [AWS Prescriptive Guidance A phased approach for performance engineering in the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/performance-engineering-aws/introduction.md): Discover best practices for performance engineering on AWS and which services and features to use. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/performance-engineering-aws/llms.txt) - [AWS Prescriptive Guidance Maintenance for PostgreSQL databases in Amazon RDS and Amazon Aurora to avoid performance issues](https://docs.aws.amazon.com/prescriptive-guidance/latest/postgresql-maintenance-rds-aurora/introduction.md): Maintaining PostgreSQL databases by vacuuming, removing index and table bloat, and reindexing in Amazon RDS and Aurora to improve performance. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/postgresql-maintenance-rds-aurora/llms.txt) - [AWS Prescriptive Guidance Optimizing PostgreSQL query performance](https://docs.aws.amazon.com/prescriptive-guidance/latest/postgresql-query-tuning/introduction.md): Generate a query plan and review it to identify and remove potential bottlenecks. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/postgresql-query-tuning/llms.txt) - [AWS Prescriptive Guidance Establishing guardrails and monitoring for presigned URLs](https://docs.aws.amazon.com/prescriptive-guidance/latest/presigned-url-best-practices/introduction.md): How to set and extend best practice guardrails for using presigned URLs, how to monitor their usage, and how AWS services use presigned requests. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/presigned-url-best-practices/llms.txt) - [AWS Prescriptive Guidance AWS Privacy Reference Architecture](https://docs.aws.amazon.com/prescriptive-guidance/latest/privacy-reference-architecture/introduction.md): Comprehensive architecture and best practices to help preserve privacy in an AWS multi-account environment. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/privacy-reference-architecture/llms.txt) - [AWS Prescriptive Guidance Query best practices for Amazon Redshift](https://docs.aws.amazon.com/prescriptive-guidance/latest/query-best-practices-redshift/introduction.md): Use the recommendations and best practices in this guide to design more effective tables and queries for your Amazon Redshift data warehouse. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/query-best-practices-redshift/llms.txt) - [AWS Prescriptive Guidance Understanding the query lifecycle in Amazon Redshift](https://docs.aws.amazon.com/prescriptive-guidance/latest/query-lifecycle-redshift/introduction.md): Learn how the SQL query lifecycle works in Amazon Redshift, including how the architecture components, query processing, and query plans work. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/query-lifecycle-redshift/llms.txt) - [AWS Prescriptive Guidance Choosing the right access approach for Amazon Quick](https://docs.aws.amazon.com/prescriptive-guidance/latest/quick-suite-access-approach/introduction.md): Compare the different approaches for provisioning user access to Amazon Quick, such as local users, federated users, IAM users, Active Directory groups, and IAM Identity Center groups. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/quick-suite-access-approach/llms.txt) - [AWS Prescriptive Guidance Creating Retrieval Augmented Generation solutions on AWS for healthcare](https://docs.aws.amazon.com/prescriptive-guidance/latest/rag-healthcare-use-cases/introduction.md): Use large language models in Amazon Bedrock to build a Retrieval Augmented Generation application for the healthcare industry. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/rag-healthcare-use-cases/llms.txt) - [AWS Prescriptive Guidance Red Hat OpenShift on AWS implementation strategies](https://docs.aws.amazon.com/prescriptive-guidance/latest/red-hat-openshift-on-aws-implementation/introduction.md): Methods for setting up a Red Hat OpenShift cluster on AWS; advantages and disadvantages of each method. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/red-hat-openshift-on-aws-implementation/llms.txt) - [AWS Prescriptive Guidance Migrating a Db2 for LUW database to Amazon EC2](https://docs.aws.amazon.com/prescriptive-guidance/latest/rehost-db2-database-on-aws/introduction.md): Learn about the pros and cons of different approaches for migrating an on-premises Db2 LUW database to Amazon EC2. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/rehost-db2-database-on-aws/llms.txt) - [AWS Prescriptive Guidance Rehosting your applications in a multi-account architecture on AWS by using VPC interface endpoints](https://docs.aws.amazon.com/prescriptive-guidance/latest/rehost-multi-account-architecture-interface-endpoints/introduction.md): Options for using AWS Transform MGN and centralizing VPC interface endpoints to rehost your applications in a multi-account architecture on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/rehost-multi-account-architecture-interface-endpoints/llms.txt) - [AWS Prescriptive Guidance Migrating on-premises servers to AWS over private networks by using AWS Transform MGN](https://docs.aws.amazon.com/prescriptive-guidance/latest/rehost-servers-over-private-networks-mgn/introduction.md): Requirements and configurations for using AWS Transform MGN for lift-and-shift migration of servers from secured on-premises networks to AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/rehost-servers-over-private-networks-mgn/llms.txt) - [AWS Prescriptive Guidance Replatforming mainframe applications using a shared IBM Db2 for z/OS database for gradual migration](https://docs.aws.amazon.com/prescriptive-guidance/latest/replatform-mainframe-apps-shared-db2/introduction.md): A methodical, phased approach for replatforming COBOL applications by using existing IBM Db2 for z/OS tables as a bridge between legacy mainframe and modern cloud systems. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/replatform-mainframe-apps-shared-db2/llms.txt) - [AWS Prescriptive Guidance Replatform options for Oracle Database on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/replatform-oracle-database-options/introduction.md): Explore options for replatforming Oracle databases from on premises to AWS, comparing pros and cons to choose the most appropriate migration strategy for your workloads. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/replatform-oracle-database-options/llms.txt) - [AWS Prescriptive Guidance Resilience analysis framework](https://docs.aws.amazon.com/prescriptive-guidance/latest/resilience-analysis-framework/introduction.md): Review a framework for building resilient systems by anticipating failure modes, determining their impact, and identifying the mitigations needed. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/resilience-analysis-framework/llms.txt) - [AWS Prescriptive Guidance Resilience lifecycle framework: A continuous approach to resilience improvement](https://docs.aws.amazon.com/prescriptive-guidance/latest/resilience-lifecycle-framework/introduction.md): A framework for a continuous resilience lifecycle that captures strategies, services, and mechanisms that you can adopt to improve your resilience posture. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/resilience-lifecycle-framework/llms.txt) - [AWS Prescriptive Guidance Retrieval Augmented Generation options and architectures on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/retrieval-augmented-generation-options/introduction.md): Learn about the generative AI options for creating a RAG-based application on AWS that answers questions by referencing your custom documents. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/retrieval-augmented-generation-options/llms.txt) - [AWS Prescriptive Guidance Robust network design with AWS Control Tower](https://docs.aws.amazon.com/prescriptive-guidance/latest/robust-network-design-control-tower/introduction.md): Implement a network design that includes inspecting, filtering, and logging the traffic that comes in and goes out to internet from a single centralized network account in AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/robust-network-design-control-tower/llms.txt) - [AWS Prescriptive Guidance Running modernized Blu Age mainframe workloads on serverless AWS infrastructure](https://docs.aws.amazon.com/prescriptive-guidance/latest/run-bluage-modernized-mainframes/introduction.md): Review best practices and learn how to deploy and run mainframe applications that have been modernized by using Blu Age. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/run-bluage-modernized-mainframes/llms.txt) - [AWS Prescriptive Guidance Multi-tenant SaaS authorization and API access control: Implementation options and best practices](https://docs.aws.amazon.com/prescriptive-guidance/latest/saas-multitenant-api-access-authorization/introduction.md): Design options and best practices for implementing authorization and API access controls for multi-tenant SaaS applications by using a PDP or policy engine with Amazon Verified Permissions or OPA. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/saas-multitenant-api-access-authorization/llms.txt) - [AWS Prescriptive Guidance Implementing managed PostgreSQL for multi-tenant SaaS applications on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/saas-multitenant-managed-postgresql/introduction.md): Learn how to select an AWS managed database service to implement a PostgreSQL data store for a multi-tenant SaaS application. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/saas-multitenant-managed-postgresql/llms.txt) - [AWS Prescriptive Guidance Networking connectivity options on AWS for SaaS offerings](https://docs.aws.amazon.com/prescriptive-guidance/latest/saas-network-access-options/introduction.md): Learn best practices for designing network architectures that enable SaaS providers to provide secure, scalable access across various environments. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/saas-network-access-options/llms.txt) - [AWS Prescriptive Guidance Connecting to Salesforce Hyperforce by using AWS Direct Connect with Megaport](https://docs.aws.amazon.com/prescriptive-guidance/latest/salesforce-hyperforce-connectivity-dx-megaport/introduction.md): How to use Direct Connect hosted connections with Megaport to connect your hybrid and multi-cloud architectures to Salesforce Hyperforce. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/salesforce-hyperforce-connectivity-dx-megaport/llms.txt) - [AWS Prescriptive Guidance Migrating an on-premises SAP ASE database to Amazon RDS for SQL Server](https://docs.aws.amazon.com/prescriptive-guidance/latest/sap-ase-to-amazon-rds-sql-server-database-migration/introduction.md): Migrate an SAP ASE database to Amazon RDS for SQL Server to reduce costs, and use AWS services to automate database management activities. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/sap-ase-to-amazon-rds-sql-server-database-migration/llms.txt) - [AWS Prescriptive Guidance Best practices for SAP on AWS greenfield implementations](https://docs.aws.amazon.com/prescriptive-guidance/latest/sap-greenfield-implementations/introduction.md): Recommendations for IT leaders and project managers who are involved in greenfield SAP implementations. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/sap-greenfield-implementations/llms.txt) - [AWS Prescriptive Guidance Scaling Amazon EKS infrastructure to optimize compute, workloads, and network performance](https://docs.aws.amazon.com/prescriptive-guidance/latest/scaling-amazon-eks-infrastructure/introduction.md): Review techniques and tools to scale Amazon EKS infrastructure to optimize compute, workloads, and network performance. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/scaling-amazon-eks-infrastructure/llms.txt) - [AWS Prescriptive Guidance Secure Cloud Computing Architecture on AWS for the US Department of Defense](https://docs.aws.amazon.com/prescriptive-guidance/latest/secure-architecture-dod/introduction.md): Use the AWS Landing Zone Accelerator to build an IL4/IL5-compliant cloud infrastructure that meets DISA SCCA requirements. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/secure-architecture-dod/llms.txt) - [AWS Prescriptive Guidance AWS Secure Migrations Framework: Mobilizing security and compliance](https://docs.aws.amazon.com/prescriptive-guidance/latest/secure-migrations-framework/introduction.md): Learn how to plan for security and compliance when migrating and modernizing workloads for AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/secure-migrations-framework/llms.txt) - [AWS Prescriptive Guidance Secure your VPC’s outbound network traffic in the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/secure-outbound-network-traffic/introduction.md): Best practices and tools for securing and monitoring outbound network traffic when using Amazon VPC [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/secure-outbound-network-traffic/llms.txt) - [AWS Prescriptive Guidance Securing sensitive data by using AWS Secrets Manager and HashiCorp Terraform](https://docs.aws.amazon.com/prescriptive-guidance/latest/secure-sensitive-data-secrets-manager-terraform/introduction.md): Best practices for using Terraform to rotate secrets, manage access to sensitive data, and store secrets in AWS Secrets Manager. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/secure-sensitive-data-secrets-manager-terraform/llms.txt) - [AWS Prescriptive Guidance Top 10 security best practices for securing backups in AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-best-practices/introduction.md): Use these best practices to help secure your backup data and operations in the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-best-practices/llms.txt) - [AWS Prescriptive Guidance Recommended security controls for implementing AWS CAF security capabilities](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-controls-by-caf-capability/introduction.md): Review security controls that can help you protect your cloud environment and implement AWS Well-Architected Framework and AWS Cloud Adoption Framework best practices. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-controls-by-caf-capability/llms.txt) - [AWS Prescriptive Guidance AWS Security Reference Architecture (AWS SRA) – cyber forensics](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture-cyber-forensics/introduction.md): How to extend the AWS SRA to improve your security incident response and automate the forensic process. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture-cyber-forensics/llms.txt) - [AWS Prescriptive Guidance AWS Security Reference Architecture (AWS SRA) – AI security](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture-generative-ai/introduction.md): How to extend the AWS SRA to add generative AI capabilities to your AWS environment. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture-generative-ai/llms.txt) - [AWS Prescriptive Guidance AWS Security Reference Architecture (AWS SRA) – identity management](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture-identity-management/introduction.md): How to extend the AWS SRA to build a scalable, robust, and centralized identity management solution that supports workforce, application, and consumer identities. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture-identity-management/llms.txt) - [AWS Prescriptive Guidance AWS Security Reference Architecture (AWS SRA) – Internet of Things (IoT)](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture-iot/introduction.md): How to extend the AWS SRA to add consumer IoT, IIoT, and OT capabilities to your AWS environment. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture-iot/llms.txt) - [AWS Prescriptive Guidance AWS Security Reference Architecture (AWS SRA) – perimeter security](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture-perimeter-security/introduction.md): How to extend the AWS SRA to build a secure perimeter, or border where your applications connnect to the internet. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture-perimeter-security/llms.txt) - [AWS Prescriptive Guidance AWS Security Reference Architecture (AWS SRA) – core architecture](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture/introduction.md): Guidelines for deploying AWS security services in a multi-account environment in the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture/llms.txt) - [AWS Prescriptive Guidance Testing serverless applications on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/serverless-application-testing/introduction.md): Techniques for testing serverless applications, challenges you might encounter during testing, and best practices. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/serverless-application-testing/llms.txt) - [AWS Prescriptive Guidance Getting started with serverless ETL on AWS Glue](https://docs.aws.amazon.com/prescriptive-guidance/latest/serverless-etl-aws-glue/introduction.md): Perform extract, transform, load (ETL) operations on data by using AWS Glue. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/serverless-etl-aws-glue/llms.txt) - [AWS Prescriptive Guidance Tuning Spark SQL queries for AWS Glue and Amazon EMR Spark jobs](https://docs.aws.amazon.com/prescriptive-guidance/latest/spark-tuning-glue-emr/introduction.md): Review best practices and configuration options that can improve the performance and efficiency of Spark SQL queries in AWS Glue and Amazon EMR jobs. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/spark-tuning-glue-emr/llms.txt) - [AWS Prescriptive Guidance Auditing SQL Server instances, database objects, and logins in Amazon RDS and Amazon EC2](https://docs.aws.amazon.com/prescriptive-guidance/latest/sql-server-auditing-on-aws/introduction.md): Features, benefits, and considerations for auditing SQL Server DB instances in Amazon RDS and Amazon EC2. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/sql-server-auditing-on-aws/llms.txt) - [AWS Prescriptive Guidance Building a high availability and disaster recovery architecture for SQL Server on Amazon EC2](https://docs.aws.amazon.com/prescriptive-guidance/latest/sql-server-ec2-ha-dr/introduction.md): Options and guidance for SQL Server on Amazon EC2, including instance classes, storage options, configuration, and HA/DR setup. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/sql-server-ec2-ha-dr/llms.txt) - [AWS Prescriptive Guidance Backup and restore options for SQL Server on Amazon EC2](https://docs.aws.amazon.com/prescriptive-guidance/latest/sql-server-managing-on-aws/introduction.md): Compare server-level and database-level options for backing up Microsoft SQL Server on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/sql-server-managing-on-aws/llms.txt) - [AWS Prescriptive Guidance Optimizing SQL Server on Amazon EC2 for Oracle JD Edwards EnterpriseOne](https://docs.aws.amazon.com/prescriptive-guidance/latest/sql-server-optimization-for-enterpriseone/introduction.md): Best practices for configuring SQL Server databases on Amazon EC2 instances for use with Oracle JD Edwards EnterpriseOne workloads. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/sql-server-optimization-for-enterpriseone/llms.txt) - [AWS Prescriptive Guidance AWS Startup Resiliency Baseline](https://docs.aws.amazon.com/prescriptive-guidance/latest/startup-resiliency-baseline/introduction.md): As a startup, build a resilient foundation on AWS, without sacrificing velocity. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/startup-resiliency-baseline/llms.txt) - [AWS Prescriptive Guidance Accelerating observability outcomes](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-accelerate-observability-outcomes/introduction.md): Key considerations and approaches for elevating your observability posture, so you can create efficient and resilient systems across your organization. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-accelerate-observability-outcomes/llms.txt) - [AWS Prescriptive Guidance Accelerating software development lifecycles on AWS with generative AI](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-accelerate-software-dev-lifecycle-gen-ai/introduction.md): Review a framework, foundational capabilities, use cases, best practices, and success metrics for accelerating software development lifecycles with generative AI. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-accelerate-software-dev-lifecycle-gen-ai/llms.txt) - [AWS Prescriptive Guidance Crawl, walk, run: Accelerating security maturity in the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-accelerating-security-maturity/introduction.md): Strategy for maturing your cloud security by using AWS best practices and cloud-native tools. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-accelerating-security-maturity/llms.txt) - [AWS Prescriptive Guidance Application portfolio assessment strategy for AWS Cloud migration](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-application-portfolio-assessment-migration/introduction.md): A strategic approach to application and infrastructure discovery, analysis, and planning for moving to AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-application-portfolio-assessment-migration/llms.txt) - [AWS Prescriptive Guidance Creating a data strategy on AWS that supports your company's goals](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-aws-data/introduction.md): How to work from business outcomes to create a data strategy that aligns with your business and generates value for your customers. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-aws-data/llms.txt) - [AWS Prescriptive Guidance Using AWS Managed Services to achieve target business outcomes](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-aws-managed-services-outcomes/introduction.md): Use AWS Managed Services (AMS) to establish a robust cloud operating practice and overcome common challenges when building and operating cloud infrastructure. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-aws-managed-services-outcomes/llms.txt) - [AWS Prescriptive Guidance Securing semiconductor development environments on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-aws-semicon-workloads/introduction.md): Review AWS security guidance, services, and features that can help protect semiconductor workloads in development environments from security risks. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-aws-semicon-workloads/llms.txt) - [AWS Prescriptive Guidance Banking modernization strategy for client lifecycle management in the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-banking-modernization-clm/introduction.md): Overview of banking modernization strategy for client lifecycle management. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-banking-modernization-clm/llms.txt) - [AWS Prescriptive Guidance Investing in chaos engineering as a strategic necessity](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-chaos-engineering-journey/introduction.md): Move from grassroots efforts and initial project goals and ROI to an approach that elevates chaos engineering to the level of cybersecurity. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-chaos-engineering-journey/llms.txt) - [AWS Prescriptive Guidance The CI/CD litmus test: Is your pipeline fully CI/CD?](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-cicd-litmus/introduction.md): Learn how a fully CI/CD process can help protect the integrity of your deployment environments, improve the quality of your source code, and help prevent issues in your production environment. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-cicd-litmus/llms.txt) - [AWS Prescriptive Guidance Building your Cloud Operating Model](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-cloud-operating-model/introduction.md): The AWS definition of a Cloud Operating Model and core capabilities that organizations should focus on when building their own model. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-cloud-operating-model/llms.txt) - [AWS Prescriptive Guidance Overcoming common cloud transformation challenges](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-cloud-transformation/introduction.md): Use best practices to define a cloud adoption strategy, communicate the value of the cloud, and organize cloud operations. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-cloud-transformation/llms.txt) - [AWS Prescriptive Guidance Positive risk within cybersecurity](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-cybersecurity-positive-risk/introduction.md): Review the benefits and importance of including both positive and negative risks within your cybersecurity risk assessment strategy. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-cybersecurity-positive-risk/llms.txt) - [AWS Prescriptive Guidance Creating an enterprise encryption strategy for data at rest](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-data-at-rest-encryption/introduction.md): Develop an encryption policy, encryption standards, and framework, and then use AWS Key Management Service to implement a key management architecture. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-data-at-rest-encryption/llms.txt) - [AWS Prescriptive Guidance Data security, lifecycle, and strategy for generative AI applications](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-data-considerations-gen-ai/introduction.md): Learn how to develop a data strategy for generative AI that addresses governance, security, and scalability while managing unstructured data across the enterprise lifecycle. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-data-considerations-gen-ai/llms.txt) - [AWS Prescriptive Guidance Strategies for building a data mesh-based enterprise solution on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-data-mesh/introduction.md): Accelerate innovation and drive business value by using proven strategies to successfully build an enterprise-wide data mesh-based data solution on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-data-mesh/llms.txt) - [AWS Prescriptive Guidance Disaster recovery strategy for databases on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-database-disaster-recovery/introduction.md): Steps and strategies for defining, implementing, automating, and testing a disaster recovery (DR) plan for your databases in the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-database-disaster-recovery/llms.txt) - [AWS Prescriptive Guidance DevOps for AWS Mainframe Modernization](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-devops-aws-mainframe-modernization/introduction.md): Integrate DevOps into your AWS Mainframe Modernization service to accelerate the modernization journey and improve the efficiency that can be realized. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-devops-aws-mainframe-modernization/llms.txt) - [AWS Prescriptive Guidance Using development value stream mapping to identify constraints to DevOps outcomes](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-devops-value-stream-mapping/introduction.md): Visualize and identify constraints in the software development lifecycle that can negatively affect DevOps outcomes, and then prioritize and optimize processes to reduce or eliminate these constraints. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-devops-value-stream-mapping/llms.txt) - [AWS Prescriptive Guidance Building a strategy for single, hybrid, and multicloud in education](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-education-hybrid-multicloud/introduction.md): Creating a single, hybrid, and multicloud technology and governance strategy, for executive leaders and decision-makers at educational institutions who are evaluating their cloud options. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-education-hybrid-multicloud/llms.txt) - [AWS Prescriptive Guidance Building an enterprise-ready generative AI platform on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-enterprise-ready-gen-ai-platform/introduction.md): Learn how to implement secure, scalable generative AI platforms on AWS using a four-layer architectural approach that includes infrastructure, foundation models, security, and application patterns. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-enterprise-ready-gen-ai-platform/llms.txt) - [AWS Prescriptive Guidance Accelerating your cloud ROI by adopting a strategic transformation and change methodology](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-enterprise-transformation/introduction.md): Best practices for managing change and accelerating business outcomes of AWS service implementations by applying AWS Enterprise Transformation methodologies in business and strategy, FinOps, cloud operations, and people and culture. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-enterprise-transformation/llms.txt) - [AWS Prescriptive Guidance Deciding to adopt an AWS security service](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-evaluating-security-service/introduction.md): Evaluate whether an AWS security service is a good fit for your organization, such as whether it can reduce costs or improve effectiveness or scalability. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-evaluating-security-service/llms.txt) - [AWS Prescriptive Guidance Maturity model for adopting generative AI on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-gen-ai-maturity-model/introduction.md): Review a maturity model for generative AI adoption to help organizations progress from initial awareness to full AI transformation. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-gen-ai-maturity-model/llms.txt) - [AWS Prescriptive Guidance Enabling business reporting and generative AI capabilities for Amazon selling partners](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-gen-ai-selling-partner-api/introduction.md): Review generative AI capabilities that provide Amazon sellers and vendors with insights that drive fast, data-driven decisions. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-gen-ai-selling-partner-api/llms.txt) - [AWS Prescriptive Guidance Modernizing data historians for the manufacturing industry in the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-iiot-historian-modernization/introduction.md): Review use cases, benefits, and best practices for creating a centralized data historian in the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-iiot-historian-modernization/llms.txt) - [AWS Prescriptive Guidance Building an industrial Internet of Things (IIoT) digital transformation strategy](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-iiot-transformation/introduction.md): For your industrial Internet of Things (IIoT) digital transformation journey, identify your business objectives and measurable key performance indicators (KPIs), evaluate your current state, and define your blueprint. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-iiot-transformation/llms.txt) - [AWS Prescriptive Guidance Strategy and best practices for AWS large migrations](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-large-scale-migrations/introduction.md): Best practices for large migrations to AWS based on customer experiences. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-large-scale-migrations/llms.txt) - [AWS Prescriptive Guidance Mainframe data replication strategy for the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-mainframe-data-replication/introduction.md): Learn how to replicate mainframe data to the AWS Cloud, and review key considerations, strategic approaches, and use cases for modernizing legacy systems. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-mainframe-data-replication/llms.txt) - [AWS Prescriptive Guidance Adopting the Matter standard for IoT device makers](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-matter-standard/introduction.md): Create and certify smart-home, IoT devices that use the open Matter connectivity standard. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-matter-standard/llms.txt) - [AWS Prescriptive Guidance Strategies for migrating your contact center to Connect Customer](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-migration-connect/introduction.md): Strategies, considerations, and best practices for planning and migrating your contact center to Amazon Connect Customer. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-migration-connect/llms.txt) - [AWS Prescriptive Guidance Mobilize your organization to accelerate large-scale migrations](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-migration/introduction.md): Strategies for accelerating your cloud adoption, building an effective migration strategy, and migrating your first set of applications. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-migration/llms.txt) - [AWS Prescriptive Guidance Modernizing your healthcare-data strategy](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-modern-healthcare-data/introduction.md): Use scalable data lakes, unified data access, serverless computing, and machine learning to improve patient and clinician experiences and enhance data management, security, and privacy. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-modern-healthcare-data/llms.txt) - [AWS Prescriptive Guidance Building a multicloud strategy in the financial services industry](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-multicloud-fsi/introduction.md): Discusses how organizations in the financial services industry (FSI) can build a successful multicloud strategy, and how AWS can simplify the management and governance of diverse IT landscapes. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-multicloud-fsi/llms.txt) - [AWS Prescriptive Guidance Proven practices for developing a multicloud strategy](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-multicloud/introduction.md): Tenets for succeeding with a multicloud strategy, when and where a multicloud approach makes sense, and how AWS can help you succeed with multicloud adoption. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-multicloud/llms.txt) - [AWS Prescriptive Guidance AWS Change Acceleration 6-Point Framework and Organizational Change Management Toolkit](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-ocm/introduction.md): Transforming your organization to be agile and digitized with AWS Change Acceleration by mobilizing the team, aligning leaders, envisioning the future, engaging the organization, enabling capacity, and making it stick. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-ocm/llms.txt) - [AWS Prescriptive Guidance Operationalizing agentic AI on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-operationalizing-agentic-ai/introduction.md): Learn how to operationalize agentic AI across your enterprise by implementing governance frameworks, scalable architecture, and business-aligned deployment models. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-operationalizing-agentic-ai/llms.txt) - [AWS Prescriptive Guidance Strategies for homogeneous migration of Oracle databases to the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-oracle-database-homogeneous-migration/introduction.md): Strategies and best practices for analyzing your existing on-premises Oracle databases, planning a homogeneous migration to AWS, and tools and services that you can use for the migration. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-oracle-database-homogeneous-migration/llms.txt) - [AWS Prescriptive Guidance Automation strategy for SAP operations in the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-sap-automation/introduction.md): Discover AWS automation capabilities that streamline SAP operations in the cloud and review detailed examples. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-sap-automation/llms.txt) - [AWS Prescriptive Guidance Cost optimization strategy for SAP workloads in the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-sap-cost-optimization/introduction.md): Review the pricing models, processes, and AWS services you can use to optimize the costs of running your SAP workloads in the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-sap-cost-optimization/llms.txt) - [AWS Prescriptive Guidance SAP on AWS migration methodology](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-sap-migration/introduction.md): Strategies and best practices for migrating your SAP environment to the AWS Cloud. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-sap-migration/llms.txt) - [AWS Prescriptive Guidance Transforming application development and maintenance operating models on AWS with generative AI](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-transform-adm-operating-model-gen-ai/introduction.md): Learn about a phased implementation strategy to transform your organization's application development and maintenance practices with generative AI. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-transform-adm-operating-model-gen-ai/llms.txt) - [AWS Prescriptive Guidance Unlocking the value of your data at scale in the financial services industry](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-unlock-value-data-financial-services/introduction.md): Overview of how to unlock the business value of your data in the financial services industry. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-unlock-value-data-financial-services/llms.txt) - [AWS Prescriptive Guidance Embracing Zero Trust: A strategy for security modernization](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-zero-trust-architecture/introduction.md): Implement a Zero Trust model to significantly reduce the risk of security breaches and safeguard sensitive information from potential threats. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/strategy-zero-trust-architecture/llms.txt) - [AWS Prescriptive Guidance Supply chain calculations for Amazon Quick](https://docs.aws.amazon.com/prescriptive-guidance/latest/supply-chain-calculations-quick-suite/introduction.md): Establish supply chain metrics in Amazon Quick dashboards by using these common calculations for forecast error, inventory, distribution and warehousing, and transportation. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/supply-chain-calculations-quick-suite/llms.txt) - [AWS Prescriptive Guidance Using best practices when tagging for monitoring, reporting, and cost optimization](https://docs.aws.amazon.com/prescriptive-guidance/latest/tagging-best-practices/introduction.md): Learn about the ontology and recommended approaches for tagging files and resources for monitoring, reporting, and cost optimization. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/tagging-best-practices/llms.txt) - [AWS Prescriptive Guidance Best practices for using the Terraform AWS Provider](https://docs.aws.amazon.com/prescriptive-guidance/latest/terraform-aws-provider-best-practices/introduction.md): Guidelines for using the Terraform AWS Provider to manage infrastructure as code (IaC) on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/terraform-aws-provider-best-practices/llms.txt) - [AWS Prescriptive Guidance Working around Terraform data source limitations on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/terraform-data-limitations/introduction.md): Solutions and workarounds for using Terraform on AWS as an IaC tool to automate one-time DevOps tasks. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/terraform-data-limitations/llms.txt) - [AWS Prescriptive Guidance Applying the AWS Well-Architected Framework for Amazon Timestream for InfluxDB](https://docs.aws.amazon.com/prescriptive-guidance/latest/timestream-for-influxdb-well-architected-framework/introduction.md): Use the design pillars, best practices, and considerations of the AWS Well-Architected Framework in your Timestream for InfluxDB based solution. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/timestream-for-influxdb-well-architected-framework/llms.txt) - [AWS Prescriptive Guidance Transitioning from VMware to the AWS Cloud](https://docs.aws.amazon.com/prescriptive-guidance/latest/transitioning-from-vmware-to-the-aws-cloud/introduction.md): Learn how to transition from VMware to the AWS Cloud by evaluating infrastructure, creating a migration blueprint, and transforming traditional IT operations. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/transitioning-from-vmware-to-the-aws-cloud/llms.txt) - [AWS Prescriptive Guidance Transitioning to multiple AWS accounts](https://docs.aws.amazon.com/prescriptive-guidance/latest/transitioning-to-multiple-aws-accounts/introduction.md): Transition from a single-account environment to a multi-account environment, including best practices for migrating accounts, managing users, networking, and security. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/transitioning-to-multiple-aws-accounts/llms.txt) - [AWS Prescriptive Guidance Best practices for performance tuning AWS Glue for Apache Spark jobs](https://docs.aws.amazon.com/prescriptive-guidance/latest/tuning-aws-glue-for-apache-spark/introduction.md): Follow a baseline strategy when tuning AWS Glue for Apache Spark jobs. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/tuning-aws-glue-for-apache-spark/llms.txt) - [AWS Prescriptive Guidance Building a scalable vulnerability management program on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/vulnerability-management/introduction.md): Use a three-phase process to create a scalable program for triaging and remediating security vulnerabilities in your AWS environments. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/vulnerability-management/llms.txt) - [AWS Prescriptive Guidance Modernize applications by using a wave-based refactoring approach](https://docs.aws.amazon.com/prescriptive-guidance/latest/wave-based-refactoring/introduction.md): Modernize legacy, on-premises applications and databases to a cloud-native architecture by using a wave-based refactoring approach. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/wave-based-refactoring/llms.txt) - [AWS Prescriptive Guidance Building a scalable web crawling system for ESG data on AWS](https://docs.aws.amazon.com/prescriptive-guidance/latest/web-crawling-system-esg-data/introduction.md): Use AWS services and Python to create a scalable, ethical web crawler that collects environmental, social, and governance data. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/web-crawling-system-esg-data/llms.txt) - [AWS Prescriptive Guidance Best practices for applying the AWS Well-Architected Framework to Amazon FSx for Windows File Server](https://docs.aws.amazon.com/prescriptive-guidance/latest/well-architected-best-practices-fsx-windows/introduction.md): Best practices for applying the AWS Well-Architected Framework when you use Amazon FSx for Window File Server to build Windows-based file systems on AWS. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/well-architected-best-practices-fsx-windows/llms.txt) - [AWS Prescriptive Guidance Writing best practices to optimize RAG applications](https://docs.aws.amazon.com/prescriptive-guidance/latest/writing-best-practices-rag/introduction.md): Learn how to optimize documentation for Retrieval Augmented Generation (RAG) applications by following best practices for content structure, clarity, and formatting. [llms.txt](https://docs.aws.amazon.com/prescriptive-guidance/latest/writing-best-practices-rag/llms.txt)