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	<title>Medha Shree &#8211; Noise</title>
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		<title>Architecting AI-powered resilience framework on AWS</title>
		<link>https://noise.getoto.net/2026/06/22/architecting-ai-powered-resilience-framework-on-aws/</link>
		
		<dc:creator><![CDATA[Medha Shree]]></dc:creator>
		<pubDate>Mon, 22 Jun 2026 16:35:07 +0000</pubDate>
				<category><![CDATA[AWS Fault Injection Service (FIS)]]></category>
		<category><![CDATA[AWS Resilience Hub (ARH)]]></category>
		<category><![CDATA[AWS Systems Manager]]></category>
		<category><![CDATA[resilience]]></category>
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					<description><![CDATA[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.]]></description>
		
		
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