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	<title>announcements &#8211; Noise</title>
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		<title>Accelerate autonomous incident resolutions using the Datadog MCP server and AWS DevOps agent (in preview)</title>
		<link>https://noise.getoto.net/2025/12/04/accelerate-autonomous-incident-resolutions-using-the-datadog-mcp-server-and-aws-devops-agent-in-preview/</link>
		
		<dc:creator><![CDATA[Nina Chen]]></dc:creator>
		<pubDate>Thu, 04 Dec 2025 16:55:21 +0000</pubDate>
				<category><![CDATA[announcements]]></category>
		<category><![CDATA[devops]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=85e24ed6239781bf04a6ddead88ce2e3</guid>

					<description><![CDATA[This post was co-written with Omri Sass (Director of Product Management), Cansu Berkem (Director of Product Management), and Mohammad Jama (Product Marketing Manager) from Datadog. On-call engineers spend hours manually investigating incidents across multiple observability tools, logs, and monitoring systems. This process delays incident resolution and impacts business operations, especially when teams need to correlate […]]]></description>
		
		
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		<title>Amazon Bedrock adds reinforcement ﬁne-tuning simplifying how developers build smarter, more accurate AI models</title>
		<link>https://noise.getoto.net/2025/12/03/amazon-bedrock-adds-reinforcement-%ef%ac%81ne-tuning-simplifying-how-developers-build-smarter-more-accurate-ai-models/</link>
		
		<dc:creator><![CDATA[Donnie Prakoso]]></dc:creator>
		<pubDate>Wed, 03 Dec 2025 16:08:14 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Machine Learning]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[Events]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[serverless]]></category>
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					<description><![CDATA[Amazon Bedrock now supports reinforcement fine-tuning delivering 66% accuracy gains on average over base models.]]></description>
		
		
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		<title>Announcing replication support and Intelligent-Tiering for Amazon S3 Tables</title>
		<link>https://noise.getoto.net/2025/12/02/announcing-replication-support-and-intelligent-tiering-for-amazon-s3-tables/</link>
		
		<dc:creator><![CDATA[Sébastien Stormacq]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:19:14 +0000</pubDate>
				<category><![CDATA[Amazon S3 Tables]]></category>
		<category><![CDATA[Analytics]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
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					<description><![CDATA[New features enable automatic cost optimization through intelligent storage tiering and simplified table replication across AWS Regions and accounts.]]></description>
		
		
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		<title>Amazon Bedrock AgentCore adds quality evaluations and policy controls for deploying trusted AI agents</title>
		<link>https://noise.getoto.net/2025/12/02/amazon-bedrock-agentcore-adds-quality-evaluations-and-policy-controls-for-deploying-trusted-ai-agents/</link>
		
		<dc:creator><![CDATA[Danilo Poccia]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:14:36 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Machine Learning]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=4e913cfb5815c0d28b00c53e49f37b13</guid>

					<description><![CDATA[Deploy AI agents with confidence using new quality evaluations and policy controls—enabling precise boundaries on agent actions, continuous quality monitoring, and experience-based learning while maintaining natural conversation flows.]]></description>
		
		
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		<item>
		<title>Introducing Database Savings Plans for AWS Databases</title>
		<link>https://noise.getoto.net/2025/12/02/introducing-database-savings-plans-for-aws-databases/</link>
		
		<dc:creator><![CDATA[Betty Zheng (郑予彬)]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:09:26 +0000</pubDate>
				<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[database]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=07817eb50fa6f277adbf1f8c7ede053c</guid>

					<description><![CDATA[New capabilities help optimize application performance, analyze unlimited prefixes, and simplify metrics analysis through S3 Tables integration.]]></description>
		
		
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		<item>
		<title>Amazon S3 Vectors now generally available with increased scale and performance</title>
		<link>https://noise.getoto.net/2025/12/02/amazon-s3-vectors-now-generally-available-with-increased-scale-and-performance/</link>
		
		<dc:creator><![CDATA[Sébastien Stormacq]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:06:11 +0000</pubDate>
				<category><![CDATA[Amazon Simple Storage Service (S3)]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=b17da41c037abe5d8f575a6dcb4bc71a</guid>

					<description><![CDATA[Scale vector storage and querying to new heights with S3 Vectors' general availability—now supporting up to 1 billion vectors per index, 100ms query latencies, and expanded regional availability, while reducing costs up to 90% compared to specialized databases.]]></description>
		
		
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		<item>
		<title>AWS DevOps Agent helps you accelerate incident response and improve system reliability (preview)</title>
		<link>https://noise.getoto.net/2025/12/02/aws-devops-agent-helps-you-accelerate-incident-response-and-improve-system-reliability-preview/</link>
		
		<dc:creator><![CDATA[Sébastien Stormacq]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:05:42 +0000</pubDate>
				<category><![CDATA[announcements]]></category>
		<category><![CDATA[devops]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=8181879458e5766f35135ab853690a0a</guid>

					<description><![CDATA[New service acts as an always-on DevOps engineer, helping you respond to incidents, identify root causes, and prevent future issues through systematic analysis of incidents and operational patterns.]]></description>
		
		
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		<item>
		<title>Accelerate AI development using Amazon SageMaker AI with serverless MLflow</title>
		<link>https://noise.getoto.net/2025/12/02/accelerate-ai-development-using-amazon-sagemaker-ai-with-serverless-mlflow/</link>
		
		<dc:creator><![CDATA[Donnie Prakoso]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:02:56 +0000</pubDate>
				<category><![CDATA[Amazon Sagemaker]]></category>
		<category><![CDATA[Amazon SageMaker Unified Studio]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
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					<description><![CDATA[Simplify AI experimentation with zero-infrastructure MLflow that launches in minutes, scales automatically, and seamlessly integrates with SageMaker's model customization and pipeline capabilities.]]></description>
		
		
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		<item>
		<title>Introducing Amazon Nova 2 Lite, a fast, cost-effective reasoning model</title>
		<link>https://noise.getoto.net/2025/12/02/introducing-amazon-nova-2-lite-a-fast-cost-effective-reasoning-model/</link>
		
		<dc:creator><![CDATA[Danilo Poccia]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 15:59:40 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Machine Learning]]></category>
		<category><![CDATA[Amazon Nova]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[foundation-models]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
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					<description><![CDATA[New fast, cost-effective model supports extended thinking with adjustable reasoning depth, letting you control the balance between speed, intelligence, and cost while building AI applications for everyday workloads.]]></description>
		
		
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		<item>
		<title>New AWS Security Agent secures applications proactively from design to deployment (preview)</title>
		<link>https://noise.getoto.net/2025/12/02/new-aws-security-agent-secures-applications-proactively-from-design-to-deployment-preview/</link>
		
		<dc:creator><![CDATA[Esra Kayabali]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 15:58:41 +0000</pubDate>
				<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[Security, Identity & Compliance]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=18a0fe575dd15971b02630acc704ce35</guid>

					<description><![CDATA[Scale your AppSec expertise with AI-powered design reviews, code analysis, and contextual penetration testing that understand your unique security requirements and application architecture.]]></description>
		
		
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		<item>
		<title>AWS Security Hub now generally available with near real-time analytics and risk prioritization</title>
		<link>https://noise.getoto.net/2025/12/02/aws-security-hub-now-generally-available-with-near-real-time-analytics-and-risk-prioritization/</link>
		
		<dc:creator><![CDATA[Esra Kayabali]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 15:58:11 +0000</pubDate>
				<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[AWS Security Hub]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[Security, Identity & Compliance]]></category>
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					<description><![CDATA[Today, AWS Security Hub is generally available, transforming how security teams identify and respond to critical security risks across their AWS environments. These new capabilities were first announced in preview at AWS re:Inforce 2025. Security Hub prioritizes your critical security issues and unifies your security operations to help you respond at scale by correlating and […]]]></description>
		
		
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		<item>
		<title>Amazon GuardDuty adds Extended Threat Detection for Amazon EC2 and Amazon ECS</title>
		<link>https://noise.getoto.net/2025/12/02/amazon-guardduty-adds-extended-threat-detection-for-amazon-ec2-and-amazon-ecs/</link>
		
		<dc:creator><![CDATA[Betty Zheng (郑予彬)]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 15:57:54 +0000</pubDate>
				<category><![CDATA[Amazon EC2]]></category>
		<category><![CDATA[Amazon Elastic Container Service]]></category>
		<category><![CDATA[Amazon GuardDuty]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[Security, Identity & Compliance]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=97c96a200670250e9ba89c04f1d24864</guid>

					<description><![CDATA[Today, we’re announcing new enhancements to Amazon GuardDuty Extended Threat Detection with the addition of two attack sequence findings for Amazon Elastic Compute Cloud (Amazon EC2) instances and Amazon Elastic Container Service (Amazon ECS) tasks. These new findings build on the existing Extended Threat Detection capabilities, which already combine sequences involving AWS Identity and Access […]]]></description>
		
		
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		<item>
		<title>Introducing Amazon Nova Forge: Build your own frontier models using Nova</title>
		<link>https://noise.getoto.net/2025/12/02/introducing-amazon-nova-forge-build-your-own-frontier-models-using-nova/</link>
		
		<dc:creator><![CDATA[Danilo Poccia]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 15:53:51 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Machine Learning]]></category>
		<category><![CDATA[Amazon Nova]]></category>
		<category><![CDATA[Amazon SageMaker AI]]></category>
		<category><![CDATA[Amazon SageMaker HyperPod]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[generative AI]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=bc1a705dd9baf97d18c6a6838de5822d</guid>

					<description><![CDATA[New program gives organizations unprecedented access to Nova model training, enabling them to build custom frontier models that deeply embed domain expertise without the traditional barriers of cost, compute, and time.]]></description>
		
		
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		<item>
		<title>AWS Transform announces full-stack Windows modernization capabilities</title>
		<link>https://noise.getoto.net/2025/12/01/aws-transform-announces-full-stack-windows-modernization-capabilities/</link>
		
		<dc:creator><![CDATA[Prasad Rao]]></dc:creator>
		<pubDate>Mon, 01 Dec 2025 19:01:11 +0000</pubDate>
				<category><![CDATA[.net]]></category>
		<category><![CDATA[Amazon Aurora]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[PostgreSQL compatible]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=69504dfe5cf6245b7b263170c74a7414</guid>

					<description><![CDATA[Modernize complete Windows applications up to five times faster with coordinated AI-powered transformation across application code, UI frameworks, databases, and deployment configurations.]]></description>
		
		
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		<title>Introducing AWS Transform custom: Crush tech debt with AI-powered code modernization</title>
		<link>https://noise.getoto.net/2025/12/01/introducing-aws-transform-custom-crush-tech-debt-with-ai-powered-code-modernization/</link>
		
		<dc:creator><![CDATA[Matheus Guimaraes]]></dc:creator>
		<pubDate>Mon, 01 Dec 2025 19:00:29 +0000</pubDate>
				<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[python]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=ed9fac4c88fa00e727bf82de17c23733</guid>

					<description><![CDATA[Modernize applications at scale with this new AI-powered service that learns your organization's patterns, automates transformations across repositories, and cuts execution time by up to 80% through both pre-built and custom capabilities.]]></description>
		
		
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		<item>
		<title>Top announcements of AWS re:Invent 2025</title>
		<link>https://noise.getoto.net/2025/12/01/top-announcements-of-aws-reinvent-2025/</link>
		
		<dc:creator><![CDATA[AWS News Blog Team]]></dc:creator>
		<pubDate>Mon, 01 Dec 2025 02:17:13 +0000</pubDate>
				<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[news]]></category>
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					<description><![CDATA[Discover our most impactful innovations across analytics, AI, compute, containers, security, and more throughout the conference week.]]></description>
		
		
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		<title>Introducing Amazon Route 53 Global Resolver for secure anycast DNS resolution (preview)</title>
		<link>https://noise.getoto.net/2025/12/01/introducing-amazon-route-53-global-resolver-for-secure-anycast-dns-resolution-preview/</link>
		
		<dc:creator><![CDATA[Esra Kayabali]]></dc:creator>
		<pubDate>Mon, 01 Dec 2025 01:56:16 +0000</pubDate>
				<category><![CDATA[Amazon Route 53]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[Networking & Content Delivery*]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=9cebf77438f8bb6df0826c5e53ff76b3</guid>

					<description><![CDATA[Simplify hybrid DNS management with a unified service that resolves public and private domains globally through secure, anycast-based resolution while reducing operational overhead and maintaining consistent security controls.]]></description>
		
		
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		<title>AWS Partner Central now available in AWS Management Console</title>
		<link>https://noise.getoto.net/2025/12/01/aws-partner-central-now-available-in-aws-management-console/</link>
		
		<dc:creator><![CDATA[Sébastien Stormacq]]></dc:creator>
		<pubDate>Mon, 01 Dec 2025 01:55:48 +0000</pubDate>
				<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS Partner Network]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[Partner solutions]]></category>
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					<description><![CDATA[Access Partner Central directly through the AWS Console to streamline your journey from customer to Partner—manage solutions, opportunities, and marketplace listings in one unified interface with enterprise-grade security.]]></description>
		
		
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		<item>
		<title>Run Apache Spark and Iceberg 4.5x faster than open source Spark with Amazon EMR</title>
		<link>https://noise.getoto.net/2025/11/27/run-apache-spark-and-iceberg-4-5x-faster-than-open-source-spark-with-amazon-emr/</link>
		
		<dc:creator><![CDATA[Atul Payapilly]]></dc:creator>
		<pubDate>Thu, 27 Nov 2025 01:46:19 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon EMR]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=0d33e6e49423431c3e22d2fff81ab435</guid>

					<description><![CDATA[This post shows how Amazon EMR 7.12 can make your Apache Spark and Iceberg workloads up to 4.5x faster performance.]]></description>
		
		
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		<title>Apache Spark encryption performance improvement with Amazon EMR 7.9</title>
		<link>https://noise.getoto.net/2025/11/27/apache-spark-encryption-performance-improvement-with-amazon-emr-7-9/</link>
		
		<dc:creator><![CDATA[Sonu Kumar Singh]]></dc:creator>
		<pubDate>Thu, 27 Nov 2025 01:37:55 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon EMR]]></category>
		<category><![CDATA[announcements]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=f233c670f34d692b8f0fd7fee9a31bb7</guid>

					<description><![CDATA[In this post, we analyze the results from our benchmark tests comparing the Amazon EMR 7.9 optimized Spark runtime against Spark 3.5.5 without encryption optimizations. We walk through a detailed cost analysis and provide step-by-step instructions to reproduce the benchmark.]]></description>
		
		
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