AWS Architecture Blog
Author: Medha Shree
Medha is a Solutions Architect at AWS, specializing in cloud resilience and GenAI solutioning. With over a decade of experience in enterprise architecture, she helps organizations build resilient, scalable systems on AWS. She’s helped 300+ organizations of various sizes—from SMBs to enterprises—across different segments. Medha is passionate about democratizing chaos engineering through AI automation and regularly speaks at AWS events about resilience best practices. Outside of work, she mentors emerging cloud architects and enjoys playing badminton.
Architecting AI-powered resilience framework on AWS
In this post, you’ll learn how to architect and implement a five-layer AI-powered resilience framework that automatically discovers dependencies, generates targeted experiments, and integrates with your existing Continuous Integration/Continuous Deployment (CI/CD) pipelines. First, we’ll explore the key challenges in resilience testing. Then, we’ll walk through the five-layer architecture that solves these challenges. Finally, we’ll show you how to implement this, with phased rollout guidance for pilot, expansion, and organization-wide deployment.