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	<title>Janardhan Molumuri &#8211; Noise</title>
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	<description>The collective thoughts of the interwebz</description>
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		<title>Build your own continuous modernization pipeline with AWS Transform custom</title>
		<link>https://noise.getoto.net/2026/08/28/build-your-own-continuous-modernization-pipeline-with-aws-transform-custom/</link>
		
		<dc:creator><![CDATA[Janardhan Molumuri]]></dc:creator>
		<pubDate>Fri, 28 Aug 2026 13:27:12 +0000</pubDate>
				<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Best practices]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<category><![CDATA[Thought Leadership]]></category>
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					<description><![CDATA[Introduction Development velocity has reached new heights with AI-driven development tools and practices. Organizations are generating code faster than ever before. But that speed carries risk. Researchers Anderson, Parker, and Tan warned in MIT Sloan Management Review, “Legacy systems tend to carry hidden debt; layering AI-generated code on top of them creates additional tangled dependencies.” […]]]></description>
		
		
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		<item>
		<title>Leverage Agentic AI for Autonomous Incident Response with AWS DevOps Agent</title>
		<link>https://noise.getoto.net/2026/04/01/leverage-agentic-ai-for-autonomous-incident-response-with-aws-devops-agent/</link>
		
		<dc:creator><![CDATA[Janardhan Molumuri]]></dc:creator>
		<pubDate>Tue, 31 Mar 2026 22:58:13 +0000</pubDate>
				<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[devops]]></category>
		<category><![CDATA[Thought Leadership]]></category>
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					<description><![CDATA[Introduction Teams running distributed workloads face a persistent operational challenge: when something breaks, the information needed to resolve it is scattered across logs, deployment pipelines, configuration histories, and third-party monitoring tools. A Site Reliability Engineer (SRE) responding to a 2 AM page must manually correlate telemetry from multiple sources, trace dependencies across services, and form […]]]></description>
		
		
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		<title>Announcing the AWS CDK Glue L2 Construct</title>
		<link>https://noise.getoto.net/2025/01/29/announcing-the-aws-cdk-glue-l2-construct/</link>
		
		<dc:creator><![CDATA[Janardhan Molumuri]]></dc:creator>
		<pubDate>Wed, 29 Jan 2025 21:24:57 +0000</pubDate>
				<category><![CDATA[AWS Cloud Development Kit]]></category>
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					<description><![CDATA[Today, we’re announcing the release of the new AWS Cloud Development Kit (CDK) L2 construct for AWS Glue. This construct simplifies the correct configuration of Glue jobs, workflows, and triggers. Reviewing Glue documentation and examples of the valid parameters for each job type and language takes time, and having to rely on synth, deploy, and […]]]></description>
		
		
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