AWS Weekly Recap Episode #6 Serverless Architecture Patterns for Generative AI

General /Recent Announcements :

https://aws.amazon.com/blogs/mt/aws-systems-manager-run-command-now-supports-interpolating-parameters-into-environment-variables/

By interpolating parameters into environment variables, SSM documents can now safely handle parameters by converting them into environment variables before execution. This approach significantly reduces the risk of command injection by allowing parameters to be treated as data, not code.

Developer Tools:

Sever less AI architecture patterns part 1 and 2

https://aws.amazon.com/blogs/compute/serverless-generative-ai-architectural-patterns/

https://aws.amazon.com/blogs/compute/part-2-serverless-generative-ai-architectural-patterns/

This two-part series explores the different architectural patterns, best practices, code implementations, and design considerations essential for successfully integrating generative AI solutions into both new and existing applications.

Pattern 1 :

Synchronous request response

Pattern 2: Asynchronous request response

Pattern 3: Asycnh streaming response

Pattern 4: Buffered asycn request response

Pattern 5: Multimoda parallel fan out

Pattern 6: Non-interactive batch processing

These post provide 6 architectural patterns on building GEN AI Applications using AWS Serverless services.

Training and Certification

https://aws.amazon.com/blogs/training-and-certification/august-2025-new-offerings/

SkillBuilder Subscribtions feature now generally available

News

https://aws.amazon.com/blogs/aws/aws-named-as-a-leader-in-2025-gartner-magic-quadrant-for-cloud-native-application-platforms-and-container-management/