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	<title>Architecture &#8211; Noise</title>
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	<link>https://noise.getoto.net</link>
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		<title>Introducing Worker Previews: isolated preview environments for every change your agent makes</title>
		<link>https://noise.getoto.net/2026/09/22/introducing-worker-previews-isolated-preview-environments-for-every-change-your-agent-makes/</link>
		
		<dc:creator><![CDATA[Yomna Shousha]]></dc:creator>
		<pubDate>Tue, 22 Sep 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[Developers]]></category>
		<category><![CDATA[Product News]]></category>
		<category><![CDATA[serverless]]></category>
		<category><![CDATA[Workers]]></category>
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					<description><![CDATA[Worker Previews gives every branch its own URL, configuration, state, and observability, so you and your agents can test changes in parallel without affecting production.]]></description>
		
		
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		<item>
		<title>Prioritize your AWS Health alerts using AWS User Notifications</title>
		<link>https://noise.getoto.net/2026/07/16/prioritize-your-aws-health-alerts-using-aws-user-notifications/</link>
		
		<dc:creator><![CDATA[Naga Bhargav]]></dc:creator>
		<pubDate>Thu, 16 Jul 2026 14:56:22 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Health]]></category>
		<category><![CDATA[AWS User Notifications]]></category>
		<category><![CDATA[Customer Solutions]]></category>
		<category><![CDATA[Management & Governance]]></category>
		<category><![CDATA[Technical How-to]]></category>
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					<description><![CDATA[If you run critical workloads on AWS, such as a contact center on Amazon Connect Customer, database workloads on Amazon Relational Database Service (Amazon RDS), or hybrid connectivity through AWS Direct Connect, service health events demand your attention. But not all events are equal. An operational issue, a scheduled maintenance window, and a deprecation notice […]]]></description>
		
		
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		<item>
		<title>Automated Incident Remediation with AWS DevOps Agent and Kiro CLI</title>
		<link>https://noise.getoto.net/2026/07/14/automated-incident-remediation-with-aws-devops-agent-and-kiro-cli/</link>
		
		<dc:creator><![CDATA[Jishnu Dasgupta]]></dc:creator>
		<pubDate>Tue, 14 Jul 2026 13:17:42 +0000</pubDate>
				<category><![CDATA[AI/ML]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[devops]]></category>
		<category><![CDATA[Kiro]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=be9806f1f7e1ea1c67b0efdbcbe0c995</guid>

					<description><![CDATA[Introduction Automated incident remediation – turning investigation findings into deployed fixes without manual toil – is the next frontier for operations teams running distributed workloads on AWS. Today, when an incident fires at 2 AM, the on-call engineer must correlate telemetry across Amazon CloudWatch, deployment pipelines, and application logs, then manually write and deploy a […]]]></description>
		
		
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			</item>
		<item>
		<title>Align your architecture backlog with Tech Roadmap Prioritization (TRP)</title>
		<link>https://noise.getoto.net/2026/06/03/align-your-architecture-backlog-with-tech-roadmap-prioritization-trp/</link>
		
		<dc:creator><![CDATA[John Walker]]></dc:creator>
		<pubDate>Wed, 03 Jun 2026 18:08:51 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[Best practices]]></category>
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					<description><![CDATA[In this post, we show you how to run a one-hour prioritization session with your stakeholders, plot competing initiatives on a shared matrix by cost and impact and turn the result into an actionable architecture backlog - using a framework called Tech Roadmap Prioritization (TRP).]]></description>
		
		
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			</item>
		<item>
		<title>Multi-Region event-driven failover architecture with Amazon EventBridge and Route 53</title>
		<link>https://noise.getoto.net/2026/06/01/multi-region-event-driven-failover-architecture-with-amazon-eventbridge-and-route-53/</link>
		
		<dc:creator><![CDATA[Napoleone Capasso]]></dc:creator>
		<pubDate>Mon, 01 Jun 2026 19:10:44 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon API Gateway]]></category>
		<category><![CDATA[Amazon DynamoDB]]></category>
		<category><![CDATA[Amazon EventBridge]]></category>
		<category><![CDATA[Amazon Simple Queue Service (SQS)]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[AWS Serverless Application Model]]></category>
		<category><![CDATA[Customer Solutions]]></category>
		<category><![CDATA[serverless]]></category>
		<category><![CDATA[Technical How-to]]></category>
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					<description><![CDATA[Multi-Region Event-Driven Failover Architecture with Amazon EventBridge and Route 53 Event-driven architectures enable applications to respond to events in real-time, providing scalability and loose coupling between components. However, ensuring high availability across multiple AWS regions requires careful design of failover mechanisms. This post demonstrates how to build a resilient multi-region event-driven architecture using Amazon EventBridge, […]]]></description>
		
		
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		<item>
		<title>Building a scalable user search layer on top of Amazon Cognito</title>
		<link>https://noise.getoto.net/2026/06/01/building-a-scalable-user-search-layer-on-top-of-amazon-cognito/</link>
		
		<dc:creator><![CDATA[Philip Chen]]></dc:creator>
		<pubDate>Mon, 01 Jun 2026 16:16:45 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon Cognito]]></category>
		<category><![CDATA[Amazon OpenSearch Service]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[Technical How-to]]></category>
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					<description><![CDATA[In this post, we show how to build a comprehensive scalable user search layer on top of Amazon Cognito using AWS Lambda, Amazon DynamoDB, and Amazon OpenSearch Service.]]></description>
		
		
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			</item>
		<item>
		<title>Building hybrid multi-tenant architecture for stateful services on AWS</title>
		<link>https://noise.getoto.net/2026/05/12/building-hybrid-multi-tenant-architecture-for-stateful-services-on-aws/</link>
		
		<dc:creator><![CDATA[Vasu Raj]]></dc:creator>
		<pubDate>Tue, 12 May 2026 13:26:49 +0000</pubDate>
				<category><![CDATA[Amazon Elastic Container Service]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[Elastic Load Balancing]]></category>
		<category><![CDATA[Industries]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=73c9ee3d6fefb8ad1a7b9ad3f1db0236</guid>

					<description><![CDATA[In this post, we show you how to build a hybrid multi-tenant architecture that provides strong tenant isolation without requiring per-tenant AWS accounts. You learn how to configure Route 53 weighted routing to distribute traffic across multiple accounts, deploy Application Load Balancer listener rules for tenant-specific routing, create dedicated ECS clusters per tenant, and establish AWS PrivateLink connectivity to shared dependencies.]]></description>
		
		
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			</item>
		<item>
		<title>Automate safety monitoring with computer vision and generative AI</title>
		<link>https://noise.getoto.net/2026/04/01/automate-safety-monitoring-with-computer-vision-and-generative-ai/</link>
		
		<dc:creator><![CDATA[Nika Mishurina]]></dc:creator>
		<pubDate>Wed, 01 Apr 2026 18:59:02 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon Rekognition]]></category>
		<category><![CDATA[Amazon SageMaker AI]]></category>
		<category><![CDATA[Amazon SageMaker Ground Truth]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=e2d90338935003f9c9a995cb0c4be168</guid>

					<description><![CDATA[This post describes a solution that uses fixed camera networks to monitor operational environments in near real-time, detecting potential safety hazards while capturing object floor projections and their relationships to floor markings. While we illustrate the approach through distribution center deployment examples, the underlying architecture applies broadly across industries. We explore the architectural decisions, strategies for scaling to hundreds of sites, reducing site onboarding time, synthetic data generation using generative AI tools like GLIGEN, and other critical technical hurdles we overcame.]]></description>
		
		
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		<item>
		<title>Architecting for agentic AI development on AWS</title>
		<link>https://noise.getoto.net/2026/03/26/architecting-for-agentic-ai-development-on-aws/</link>
		
		<dc:creator><![CDATA[Alan Oberto Jimenez]]></dc:creator>
		<pubDate>Thu, 26 Mar 2026 17:29:57 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[Intermediate (200)]]></category>
		<category><![CDATA[Kiro]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=6dccdcdb448987fd1a3a819c5d26e63c</guid>

					<description><![CDATA[In this post, we demonstrate how to architect AWS systems that enable AI agents to iterate rapidly through design patterns for both system architecture and code base structure. We first examine the architectural problems that limit agentic development today. We then walk through system architecture patterns that support rapid experimentation, followed by codebase patterns that help AI agents understand, modify, and validate your applications with confidence.]]></description>
		
		
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		<item>
		<title>How Generali Malaysia optimizes operations with Amazon EKS</title>
		<link>https://noise.getoto.net/2026/03/24/how-generali-malaysia-optimizes-operations-with-amazon-eks/</link>
		
		<dc:creator><![CDATA[Antoine Boucherie]]></dc:creator>
		<pubDate>Mon, 23 Mar 2026 22:51:02 +0000</pubDate>
				<category><![CDATA[Amazon Elastic Kubernetes Service]]></category>
		<category><![CDATA[Amazon GuardDuty]]></category>
		<category><![CDATA[Amazon Inspector]]></category>
		<category><![CDATA[Amazon Managed Grafana]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Network Firewall]]></category>
		<category><![CDATA[AWS Well-Architected Framework]]></category>
		<category><![CDATA[Customer Solutions]]></category>
		<category><![CDATA[Financial Services]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=bb6524f5a4a9c83718d8d1c83bc890b2</guid>

					<description><![CDATA[In this post, we look at how Generali is using Amazon EKS Auto Mode and its integration with other AWS services to enhance performance while reducing operational overhead, optimizing costs, and enhancing security.]]></description>
		
		
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		<item>
		<title>6,000 AWS accounts, three people, one platform: Lessons learned</title>
		<link>https://noise.getoto.net/2026/02/25/6000-aws-accounts-three-people-one-platform-lessons-learned/</link>
		
		<dc:creator><![CDATA[Ben Freiberg]]></dc:creator>
		<pubDate>Wed, 25 Feb 2026 19:47:07 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS CloudFormation]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[Customer Solutions]]></category>
		<category><![CDATA[SaaS]]></category>
		<category><![CDATA[serverless]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=a47b5eaa6d59ac1e3e39a95cf8588baa</guid>

					<description><![CDATA[This post describes why ProGlove chose a account-per-tenant approach for our serverless SaaS architecture and how it changes the operational model. It covers the challenges you need to anticipate around automation, observability and cost. We will also discuss how the approach can affect other operational models in different environments like an enterprise context.]]></description>
		
		
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		<item>
		<title>Mastering millisecond latency and millions of events: The event-driven architecture behind the Amazon Key Suite</title>
		<link>https://noise.getoto.net/2026/02/04/mastering-millisecond-latency-and-millions-of-events-the-event-driven-architecture-behind-the-amazon-key-suite/</link>
		
		<dc:creator><![CDATA[Ali Ufuk Yucel]]></dc:creator>
		<pubDate>Wed, 04 Feb 2026 15:53:39 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon EventBridge]]></category>
		<category><![CDATA[Application Integration]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS CloudFormation]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[Case Study]]></category>
		<category><![CDATA[Compute]]></category>
		<category><![CDATA[Event Driven]]></category>
		<category><![CDATA[serverless]]></category>
		<category><![CDATA[solutions]]></category>
		<category><![CDATA[Solutions Architecture]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=449caeaffc0de1570d788760acac89fa</guid>

					<description><![CDATA[In this post, we explore how the Amazon Key team used Amazon EventBridge to modernize their architecture, transforming a tightly coupled monolithic system into a resilient, event-driven solution. We explore the technical challenges we faced, our implementation approach, and the architectural patterns that helped us achieve improved reliability and scalability. The post covers our solutions for managing event schemas at scale, handling multiple service integrations efficiently, and building an extensible architecture that accommodates future growth.]]></description>
		
		
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		<item>
		<title>Announcing the AWS Digital Sovereignty Well-Architected Lens</title>
		<link>https://noise.getoto.net/2026/01/30/announcing-the-aws-digital-sovereignty-well-architected-lens/</link>
		
		<dc:creator><![CDATA[Swapnonil Mukherjee]]></dc:creator>
		<pubDate>Fri, 30 Jan 2026 00:10:22 +0000</pubDate>
				<category><![CDATA[announcements]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Well-Architected]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=3ee4c1aed7480f6f7e9e57e417649899</guid>

					<description><![CDATA[As organizations accelerate cloud adoption, meeting digital sovereignty requirements has become essential to build trust with customers and regulators worldwide. The challenge isn’t whether to adopt the cloud—it’s how to do so while meeting sovereignty requirements, using a multidisciplinary approach. Even though requirements vary by geography, organizations commonly address them through technical and operational controls […]]]></description>
		
		
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		<title>How Artera enhances prostate cancer diagnostics using AWS</title>
		<link>https://noise.getoto.net/2026/01/29/how-artera-enhances-prostate-cancer-diagnostics-using-aws/</link>
		
		<dc:creator><![CDATA[Hariharan Ananthakrishnan]]></dc:creator>
		<pubDate>Thu, 29 Jan 2026 17:06:57 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[Customer Solutions]]></category>
		<category><![CDATA[Healthcare]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=9bcb79d63529fabe85b027ef906ffbb6</guid>

					<description><![CDATA[In this post, we explore how Artera used Amazon Web Services (AWS) to develop and scale their AI-powered prostate cancer test, accelerating time to results and enabling personalized treatment recommendations for patients.]]></description>
		
		
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		<item>
		<title>Architecting conversational observability for cloud applications</title>
		<link>https://noise.getoto.net/2025/12/11/architecting-conversational-observability-for-cloud-applications/</link>
		
		<dc:creator><![CDATA[Anton Aleksandrov]]></dc:creator>
		<pubDate>Thu, 11 Dec 2025 15:59:39 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Elastic Container Service]]></category>
		<category><![CDATA[Amazon Elastic Kubernetes Service]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[Containers]]></category>
		<category><![CDATA[ECS]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[Kubernetes]]></category>
		<category><![CDATA[operational excellence]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=b4f1595fd0b20e457632ad4f7a305e11</guid>

					<description><![CDATA[In this post, we walk through building a generative AI–powered troubleshooting assistant for Kubernetes. The goal is to give engineers a faster, self-service way to diagnose and resolve cluster issues, cut down Mean Time to Recovery (MTTR), and reduce the cycles experts spend finding the root cause of issues in complex distributed systems.]]></description>
		
		
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		<title>How BASF’s Agriculture Solutions drives traceability and climate action by tokenizing cotton value chains using Amazon Managed Blockchain</title>
		<link>https://noise.getoto.net/2025/12/10/how-basfs-agriculture-solutions-drives-traceability-and-climate-action-by-tokenizing-cotton-value-chains-using-amazon-managed-blockchain/</link>
		
		<dc:creator><![CDATA[Kevin S. Ridolfi]]></dc:creator>
		<pubDate>Wed, 10 Dec 2025 17:41:52 +0000</pubDate>
				<category><![CDATA[agriculture]]></category>
		<category><![CDATA[Amazon Managed Blockchain]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Fargate]]></category>
		<category><![CDATA[AWS Serverless Application Model]]></category>
		<category><![CDATA[blockchain]]></category>
		<category><![CDATA[Customer Solutions]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=8ee301b77a2e4620cbc3652bc1b490e5</guid>

					<description><![CDATA[BASF Agricultural Solutions combines innovative products and digital tools with practical farmer knowledge. This post explores how Amazon Managed Blockchain can drive a positive change in the agricultural industry by tokenizing food and cotton value chains for traceability, climate action, and circularity.]]></description>
		
		
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		<title>She architects: Bringing unique perspectives to innovative solutions at AWS</title>
		<link>https://noise.getoto.net/2025/12/08/she-architects-bringing-unique-perspectives-to-innovative-solutions-at-aws/</link>
		
		<dc:creator><![CDATA[Kayalvizhi Kandasamy]]></dc:creator>
		<pubDate>Mon, 08 Dec 2025 16:37:15 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[Culture and Training]]></category>
		<category><![CDATA[Diversity, Equity, and Inclusion]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[solutions architect]]></category>
		<category><![CDATA[Solutions Architecture]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=39c7d82457a88dd17d412a1249cd6560</guid>

					<description><![CDATA[Have you ever wondered what it is really like to be a woman in tech at one of the world's leading cloud companies? Or maybe you are curious about how diverse perspectives drive innovation beyond the buzzwords? Today, we are providing an insider's perspective on the role of a solutions architect (SA) at Amazon Web Services (AWS). However, this is not a typical corporate success story. We are three women who have navigated challenges, celebrated wins, and found our unique paths in the world of cloud architecture, and we want to share our real stories with you.]]></description>
		
		
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		<title>Secure Amazon Elastic VMware Service (Amazon EVS) with AWS Network Firewall</title>
		<link>https://noise.getoto.net/2025/11/26/secure-amazon-elastic-vmware-service-amazon-evs-with-aws-network-firewall/</link>
		
		<dc:creator><![CDATA[Sheng Chen]]></dc:creator>
		<pubDate>Wed, 26 Nov 2025 16:22:03 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon Elastic VMware Service (Amazon EVS)]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Network Firewall]]></category>
		<category><![CDATA[AWS Transit Gateway]]></category>
		<category><![CDATA[Networking & Content Delivery*]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=71392f867e873285e205027c66c0c998</guid>

					<description><![CDATA[In this post, we demonstrate how to utilize AWS Network Firewall to secure an Amazon EVS environment, using a centralized inspection architecture across an EVS cluster, VPCs, on-premises data centers and the internet. We walk through the implementation steps to deploy this architecture using AWS Network Firewall and AWS Transit Gateway.]]></description>
		
		
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		<title>Enhancing API security with Amazon API Gateway TLS security policies</title>
		<link>https://noise.getoto.net/2025/11/21/enhancing-api-security-with-amazon-api-gateway-tls-security-policies/</link>
		
		<dc:creator><![CDATA[Anton Aleksandrov]]></dc:creator>
		<pubDate>Fri, 21 Nov 2025 21:17:52 +0000</pubDate>
				<category><![CDATA[Amazon API Gateway]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[Intermediate (200)]]></category>
		<category><![CDATA[security]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=7a143c1b3fdbb70d33ca16b25226afbd</guid>

					<description><![CDATA[In this post, you will learn how the new Amazon API Gateway’s enhanced TLS security policies help you meet standards such as PCI DSS, Open Banking, and FIPS, while strengthening how your APIs handle TLS negotiation. This new capability increases your security posture without adding operational complexity, and provides you with a single, consistent way to standardize TLS configuration across your API Gateway infrastructure.]]></description>
		
		
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		<title>Improving throughput of serverless streaming workloads for Kafka</title>
		<link>https://noise.getoto.net/2025/11/21/improving-throughput-of-serverless-streaming-workloads-for-kafka/</link>
		
		<dc:creator><![CDATA[Anton Aleksandrov]]></dc:creator>
		<pubDate>Fri, 21 Nov 2025 20:02:57 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon Managed Streaming for Apache Kafka (Amazon MSK)]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[Best practices]]></category>
		<category><![CDATA[How-to]]></category>
		<category><![CDATA[serverless]]></category>
		<category><![CDATA[Technical How-to]]></category>
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					<description><![CDATA[Event-driven applications often need to process data in real-time. When you use AWS Lambda to process records from Apache Kafka topics, you frequently encounter two typical requirements: you need to process very high volumes of records in close to real-time, and you want your consumers to have the ability to scale rapidly to handle traffic spikes. Achieving both necessitates understanding how Lambda consumes Kafka streams, where the potential bottlenecks are, and how to optimize configurations for high throughput and best performance.]]></description>
		
		
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