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	<title>Dev Arora &#8211; Noise</title>
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		<title>Closing the AI agent trust gap with graduated autonomy</title>
		<link>https://noise.getoto.net/2026/08/26/closing-the-ai-agent-trust-gap-with-graduated-autonomy/</link>
		
		<dc:creator><![CDATA[Dev Arora]]></dc:creator>
		<pubDate>Wed, 26 Aug 2026 17:33:03 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock AgentCore]]></category>
		<category><![CDATA[Thought Leadership]]></category>
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					<description><![CDATA[Most teams give AI agents either full access or read-only, leaving value unused or risk unmanaged. This post describes graduated autonomy, an architectural pattern in which agents earn expanded permissions through sustained reliability and lose them when performance degrades, built on Amazon Bedrock AgentCore, Amazon DynamoDB, and AWS CodePipeline.]]></description>
		
		
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		<title>Adobe Firefly: Simplified observability with Amazon Managed Prometheus</title>
		<link>https://noise.getoto.net/2026/08/13/adobe-firefly-simplified-observability-with-amazon-managed-prometheus/</link>
		
		<dc:creator><![CDATA[Dev Arora]]></dc:creator>
		<pubDate>Thu, 13 Aug 2026 00:14:19 +0000</pubDate>
				<category><![CDATA[Amazon Managed Service for Prometheus]]></category>
		<category><![CDATA[Customer Solutions]]></category>
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					<description><![CDATA[Learn how Adobe Firefly achieved 28x faster GPU metric queries by migrating from self-managed Prometheus to Amazon Managed Service for Prometheus, with improvements in query performance, infrastructure reliability, and operational efficiency.]]></description>
		
		
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