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	<title>Efe Karakus &#8211; Noise</title>
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		<title>From AI agent prototype to product: Lessons from building AWS DevOps Agent</title>
		<link>https://noise.getoto.net/2026/01/15/from-ai-agent-prototype-to-product-lessons-from-building-aws-devops-agent/</link>
		
		<dc:creator><![CDATA[Efe Karakus]]></dc:creator>
		<pubDate>Thu, 15 Jan 2026 17:03:50 +0000</pubDate>
				<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[devops]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[Technical How-to]]></category>
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					<description><![CDATA[At re:Invent 2025, Matt Garman announced AWS DevOps Agent, a frontier agent that resolves and proactively prevents incidents, continuously improving reliability and performance. As a member of the DevOps Agent team, we’ve focused heavily on making sure that the “incident response” capability of the DevOps Agent generates useful findings and observations. In particular, we’ve been […]]]></description>
		
		
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