Practical GenAI for AWS DevOps: Efficiently Design, Script, Debug, and Diagnose
37mIntermediate2025-10-17
Authors

Lynn Langit
Cloud Architect
Course details
Get up to speed with the latest generative tools (GenAI) available for AWS DevOps. In this course, instructor Lynn Langit outlines essential skills on leveraging powerful tools like ChatGPT, Google Gemini, Claude.ai, and Amazon Q to streamline AWS DevOps workflows. Discover practical demos on designing, scripting, debugging, and diagnosing AWS architectures, using GenAI to optimize tasks such as IAM permissions, VPC configurations, and resiliency planning. By focusing on real-world applications, this course equips you with in-demand skills to efficiently integrate GenAI into your AWS DevOps processes, enhancing productivity and scalability.
Learning objectives
Analyze how GenAI tools can optimize AWS DevOps tasks, including architecture design, scripting, debugging, and diagnosing.
Design AWS architectures using GenAI tools like ChatGPT and Google Gemini to improve efficiency and scalability.
Evaluate AWS architectures for best practices and validate them as well-architected using GenAI tools like Claude.ai.
Create scripts and documentation for AWS services—IAM, S3, EC2, and SageMaker—using GenAI tools to streamline DevOps workflows.
Diagnose AWS configurations, such as IAM permissions and VPC networks, using GenAI tools to ensure security and reliability.
Learning objectives
Analyze how GenAI tools can optimize AWS DevOps tasks, including architecture design, scripting, debugging, and diagnosing.
Design AWS architectures using GenAI tools like ChatGPT and Google Gemini to improve efficiency and scalability.
Evaluate AWS architectures for best practices and validate them as well-architected using GenAI tools like Claude.ai.
Create scripts and documentation for AWS services—IAM, S3, EC2, and SageMaker—using GenAI tools to streamline DevOps workflows.
Diagnose AWS configurations, such as IAM permissions and VPC networks, using GenAI tools to ensure security and reliability.
Skills covered
AI Development Tools and PlatformsDevOps FoundationsBuilding with AIAmazon Web Services (AWS)AmazonDevOpsCloud ServicesCloud PlatformsCloud ComputingOne-Off
Concepts
Introduction
- How I use GenAI every day as a cloud architect
Design AWS DevOps with GenAI
- Design an AWS architecture with GenAI
- Diagram an AWS architecture with GenAI
- Validate an AWS diagram as well-architected with GenAI
- Generate scripts from a validated AWS diagram with GenAI
Script AWS DevOps with GenAI
- Scripting IAM with GenAI
- Scripting Amazon S3 with GenAI
- Scripting AWS Lambda with GenAI
- Scripting Amazon API Gateway with GenAI
Debug AWS DevOps with GenAI
- Explain an AWS script with GenAI
- Generate a README for an AWS script with GenAI
- Refactor an AWS script with GenAI
Diagnose AWS DevOps with GenAI
- Diagnose IAM effective permissions
- Understand estimated service costs
- Design a high-availability deployment plan