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	<title>Luca Mezzalira &#8211; Noise</title>
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		<title>Let’s Architect! Serverless developer experience in AWS</title>
		<link>https://noise.getoto.net/2024/12/03/lets-architect-serverless-developer-experience-in-aws/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Mon, 02 Dec 2024 22:45:34 +0000</pubDate>
				<category><![CDATA[Amazon DynamoDB]]></category>
		<category><![CDATA[Amazon Q Developer]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[Best practices]]></category>
		<category><![CDATA[developer]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[serverless]]></category>
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					<description><![CDATA[Are you a developer approaching serverless for the first time, or even an experienced one looking for a better way to accelerate your feedback loop from code to production? This collection of resources is perfect for you! There are plenty of developer goodies available on AWS to streamline your code creation and achieve a faster […]]]></description>
		
		
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		<item>
		<title>Let’s Architect! Modern data architectures</title>
		<link>https://noise.getoto.net/2024/11/06/lets-architect-modern-data-architectures-2/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Tue, 05 Nov 2024 22:31:27 +0000</pubDate>
				<category><![CDATA[Amazon Machine Learning]]></category>
		<category><![CDATA[Amazon Simple Storage Service (S3)]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS Big Data]]></category>
		<category><![CDATA[Best practices]]></category>
		<category><![CDATA[Big Data]]></category>
		<category><![CDATA[data-mesh]]></category>
		<category><![CDATA[database]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[machine learning]]></category>
		<category><![CDATA[storage]]></category>
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					<description><![CDATA[Data is the fuel for AI; modern data is even more important for generative AI and advanced data analytics, producing more accurate, relevant, and impactful results. Modern data comes in various forms: real-time, unstructured, or user-generated. Each form requires a different solution. AWS’s data journey began with Amazon Simple Storage Service (Amazon S3) in 2006, […]]]></description>
		
		
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			</item>
		<item>
		<title>Let’s Architect! Building multi-tenant SaaS systems</title>
		<link>https://noise.getoto.net/2024/09/26/lets-architect-building-multi-tenant-saas-systems/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Thu, 26 Sep 2024 18:24:46 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Well-Architected]]></category>
		<category><![CDATA[AWS Well-Architected Framework]]></category>
		<category><![CDATA[Best practices]]></category>
		<category><![CDATA[SaaS]]></category>
		<category><![CDATA[serverless]]></category>
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					<description><![CDATA[Software as a Service (SaaS) applications offer a transformative solution for businesses worldwide, delivering on-demand software solutions to a global audience. However, building a successful SaaS platform demands on meticulous architectural planning, especially given the inherent challenges of multi-tenancy. It’s also essential to ensure that each tenant’s data remains isolated and protected from unauthorized access […]]]></description>
		
		
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		<item>
		<title>Let’s Architect! Learn About Machine Learning on AWS</title>
		<link>https://noise.getoto.net/2024/05/30/lets-architect-learn-about-machine-learning-on-aws/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Thu, 30 May 2024 15:01:20 +0000</pubDate>
				<category><![CDATA[Amazon Machine Learning]]></category>
		<category><![CDATA[Amazon Sagemaker]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS Inferentia]]></category>
		<category><![CDATA[AWS Trainium]]></category>
		<category><![CDATA[Data Analytics]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[machine learning]]></category>
		<category><![CDATA[Software as a Service]]></category>
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					<description><![CDATA[A data-driven approach empowers businesses to make informed decisions based on accurate predictions and forecasts, leading to improved operational efficiency and resource optimization. Machine learning (ML) systems have the remarkable ability to continuously learn and adapt, improving their performance over time as they are exposed to more data. This self-learning capability ensures that organizations can […]]]></description>
		
		
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		<item>
		<title>Let’s Architect! Discovering Generative AI on AWS</title>
		<link>https://noise.getoto.net/2024/04/24/lets-architect-discovering-generative-ai-on-aws/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Wed, 24 Apr 2024 20:21:26 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Elastic Kubernetes Service]]></category>
		<category><![CDATA[Amazon Machine Learning]]></category>
		<category><![CDATA[Amazon Sagemaker]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[machine learning]]></category>
		<category><![CDATA[Thought Leadership]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=1738cb55411fee055127c26a38da8e0b</guid>

					<description><![CDATA[Generative artificial intelligence (generative AI) is a type of AI used to generate content, including conversations, images, videos, and music. Generative AI can be used directly to build customer-facing features (a chatbot or an image generator), or it can serve as an underlying component in a more complex system. For example, it can generate embeddings […]]]></description>
		
		
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		<item>
		<title>Let’s Architect! Tools for developers</title>
		<link>https://noise.getoto.net/2023/11/08/lets-architect-tools-for-developers/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Wed, 08 Nov 2023 20:46:03 +0000</pubDate>
				<category><![CDATA[Amazon CodeGuru]]></category>
		<category><![CDATA[Amazon CodeWhisperer]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[Let's Architect]]></category>
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					<description><![CDATA[In the software development process, adopting developer tools makes it easier for developers to write code, build applications, and test more efficiently. As a developer, you can use various AWS developer tools for code editing, code quality, code completion, and so on. These tools include Amazon CodeGuru for code analysis, and Amazon CodeWhisper for getting coding recommendations powered by machine learning algorithms. In this edition of Let’s Architect!, we’ll show you some tools that every developer should consider including in their toolkit.]]></description>
		
		
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		<item>
		<title>Let’s Architect! Designing systems for stream data processing</title>
		<link>https://noise.getoto.net/2023/10/26/lets-architect-designing-systems-for-stream-data-processing/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Thu, 26 Oct 2023 20:21:46 +0000</pubDate>
				<category><![CDATA[Amazon Managed Service for Apache Flink]]></category>
		<category><![CDATA[Amazon Managed Streaming for Apache Kafka (Amazon MSK)]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[Let's Architect]]></category>
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					<description><![CDATA[Harnessing the potential of streaming data processing offers the opportunity to stay at the forefront of industries, make data-informed decisions with agility, and gain invaluable insights into customer behavior and operational efficiency.]]></description>
		
		
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		<item>
		<title>Let’s Architect! Designing systems for batch data processing</title>
		<link>https://noise.getoto.net/2023/10/11/lets-architect-designing-systems-for-batch-data-processing/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Wed, 11 Oct 2023 16:51:46 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=b346f767dc8daf49f5729e44c87e98e8</guid>

					<description><![CDATA[With this edition of Let's Architect!, we'll cover important things to keep in mind while working in the area of data engineering. Most of these concepts come directly from the principles of system design and software engineering. We'll show you how to extend beyond the basics to ensure you can handle datasets of any size — including for training AI models.]]></description>
		
		
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		<item>
		<title>Let’s Architect! Leveraging SQL databases on AWS</title>
		<link>https://noise.getoto.net/2023/09/27/lets-architect-leveraging-sql-databases-on-aws/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Wed, 27 Sep 2023 15:27:08 +0000</pubDate>
				<category><![CDATA[Amazon Aurora]]></category>
		<category><![CDATA[Amazon ElastiCache]]></category>
		<category><![CDATA[Amazon MemoryDB for Redis]]></category>
		<category><![CDATA[Amazon RDS]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[cost optimization]]></category>
		<category><![CDATA[database]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[RDS]]></category>
		<category><![CDATA[reInvent]]></category>
		<category><![CDATA[sql]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=9eb003d6c79b84feaae1592414786d66</guid>

					<description><![CDATA[SQL databases in Amazon Web Services (AWS), using services like Amazon Relational Database Service (Amazon RDS) and Amazon Aurora, offer software architects scalability, automated management, robust security, and cost-efficiency. This combination simplifies database management, improves performance, enhances security, and allows architects to create efficient and scalable software systems. In this post, we introduce caching strategies […]]]></description>
		
		
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		<item>
		<title>Let’s Architect! Leveraging in-memory databases</title>
		<link>https://noise.getoto.net/2023/09/13/lets-architect-leveraging-in-memory-databases/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Wed, 13 Sep 2023 15:36:46 +0000</pubDate>
				<category><![CDATA[Amazon ElastiCache]]></category>
		<category><![CDATA[Amazon MemoryDB for Redis]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[cost optimization]]></category>
		<category><![CDATA[database]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[Redis]]></category>
		<category><![CDATA[reInvent]]></category>
		<category><![CDATA[Thought Leadership]]></category>
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					<description><![CDATA[In-memory databases play a critical role in modern computing, particularly in reducing the strain on existing resources, scaling workloads efficiently, and minimizing the cost of infrastructure. The advanced performance capabilities of in-memory databases make them vital for demanding applications characterized by voluminous data, real-time analytics, and rapid response requirements. In this edition of Let’s Architect!, […]]]></description>
		
		
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		<title>Let’s Architect! Cost-optimizing AWS workloads</title>
		<link>https://noise.getoto.net/2023/08/30/lets-architect-cost-optimizing-aws-workloads/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Wed, 30 Aug 2023 13:33:21 +0000</pubDate>
				<category><![CDATA[Amazon Elastic Container Service]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Budgets]]></category>
		<category><![CDATA[AWS Cloud Financial Management]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[Compute]]></category>
		<category><![CDATA[cost optimization]]></category>
		<category><![CDATA[Graviton]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[reInvent]]></category>
		<category><![CDATA[serverless]]></category>
		<category><![CDATA[Thought Leadership]]></category>
		<category><![CDATA[workshops]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=5046b6f9d83622d0e74dfdbe8fee99a7</guid>

					<description><![CDATA[Every software component built by engineers and architects is designed with a purpose: to offer particular functionalities and, ultimately, contribute to the generation of business value. We should consider fundamental factors, such as the scalability of the software and the ease of evolution during times of business changes. However, performance and cost are important factors […]]]></description>
		
		
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		<title>Let’s Architect! Security in software architectures</title>
		<link>https://noise.getoto.net/2023/08/16/lets-architect-security-in-software-architectures/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Wed, 16 Aug 2023 12:58:33 +0000</pubDate>
				<category><![CDATA[Amazon Elastic Container Service]]></category>
		<category><![CDATA[Amazon Elastic Kubernetes Service]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Secrets Manager]]></category>
		<category><![CDATA[Containers]]></category>
		<category><![CDATA[Kubernetes]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[networking]]></category>
		<category><![CDATA[security]]></category>
		<category><![CDATA[Security, Identity & Compliance]]></category>
		<category><![CDATA[Thought Leadership]]></category>
		<category><![CDATA[well architected]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=89eb54f7cf6b03f3a3d1bf2990b0c013</guid>

					<description><![CDATA[Security is fundamental for each product and service you are building with. Whether you are working on the back-end or the data and machine learning components of a system, the solution should be securely built. In 2022, we discussed security in our post Let’s Architect! Architecting for Security. Today, we take a closer look at […]]]></description>
		
		
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		<title>Let’s Architect! Resiliency in architectures</title>
		<link>https://noise.getoto.net/2023/08/02/lets-architect-resiliency-in-architectures/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Wed, 02 Aug 2023 13:12:51 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Well-Architected]]></category>
		<category><![CDATA[AWS Well-Architected Framework]]></category>
		<category><![CDATA[jitter]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[resilience]]></category>
		<category><![CDATA[Resilience Hub]]></category>
		<category><![CDATA[retries and backoff]]></category>
		<category><![CDATA[Thought Leadership]]></category>
		<category><![CDATA[timeouts]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=f2ac1146a239847b1a72ad3bf9edb319</guid>

					<description><![CDATA[What is “resiliency”, and why does it matter? When we discussed this topic in an early 2022 edition of Let’s Architect!, we referenced the AWS Well-Architected Framework, which defines resilience as having “the capability to recover when stressed by load, accidental or intentional attacks, and failure of any part in the workload’s components.” Businesses rely […]]]></description>
		
		
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		<item>
		<title>Let’s Architect! DevOps Best Practices on AWS</title>
		<link>https://noise.getoto.net/2023/07/19/lets-architect-devops-best-practices-on-aws/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Wed, 19 Jul 2023 13:13:39 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS CodeCommit]]></category>
		<category><![CDATA[AWS CodePipeline]]></category>
		<category><![CDATA[devops]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[microservices]]></category>
		<category><![CDATA[serverless]]></category>
		<category><![CDATA[Thought Leadership]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=8905a04ef6d73813cddb5df98db1e209</guid>

					<description><![CDATA[DevOps has revolutionized software development and operations by fostering collaboration, automation, and continuous improvement. By bringing together development and operations teams, organizations can accelerate software delivery, enhance reliability, and achieve faster time-to-market. In this blog post, we will explore the best practices and architectural considerations for implementing DevOps with Amazon Web Services (AWS), enabling you […]]]></description>
		
		
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		<item>
		<title>Let’s Architect! Governance best practices</title>
		<link>https://noise.getoto.net/2023/07/05/lets-architect-governance-best-practices/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Wed, 05 Jul 2023 14:34:26 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[Management & Governance]]></category>
		<category><![CDATA[Thought Leadership]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=a0db37ab19a4057dfde673aaa71293ee</guid>

					<description><![CDATA[Governance plays a crucial role in AWS environments, as it ensures compliance, security, and operational efficiency. In this Let’s Architect!, we aim to provide valuable insights and best practices on how to configure governance appropriately within a company’s AWS infrastructure. By implementing these best practices, you can establish robust controls, enhance security, and maintain compliance, […]]]></description>
		
		
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		<title>Let’s Architect! Multi-tenant SaaS architectures</title>
		<link>https://noise.getoto.net/2023/06/07/lets-architect-multi-tenant-saas-architectures/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Wed, 07 Jun 2023 15:01:43 +0000</pubDate>
				<category><![CDATA[Amazon Elastic Container Service]]></category>
		<category><![CDATA[Amazon Elastic Kubernetes Service]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[communication]]></category>
		<category><![CDATA[Containers]]></category>
		<category><![CDATA[event driven architecture]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[microservices]]></category>
		<category><![CDATA[reInvent]]></category>
		<category><![CDATA[Thought Leadership]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=f109dc386bdf67e6cb80356ab0fa786b</guid>

					<description><![CDATA[In a multi-tenant architecture multiple instances of an application run on a shared infrastructure. With this type of approach, each tenant is isolated from others, typically through logical separation, while utilizing a shared infrastructure. This allows multiple tenants to use the same application and maintain their data security, privacy, and customization requirements. Understanding architectural patterns […]]]></description>
		
		
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		<title>Let’s Architect! Designing microservices architectures</title>
		<link>https://noise.getoto.net/2023/05/24/lets-architect-designing-microservices-architectures/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Wed, 24 May 2023 14:08:56 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[event driven architecture]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[microservices]]></category>
		<category><![CDATA[reInvent]]></category>
		<category><![CDATA[serverless]]></category>
		<category><![CDATA[Thought Leadership]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=a4914b873b1760514b5b0ed4f5163d15</guid>

					<description><![CDATA[In 2022, we published Let’s Architect! Architecting microservices with containers. We covered integrations patterns and some approaches for implementing microservices using containers. In this Let’s Architect! post, we want to drill down into microservices only, by focusing on the main challenges that software architects and engineers face while working on large distributed systems structured as […]]]></description>
		
		
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		<title>Let’s Architect! Designing serverless solutions</title>
		<link>https://noise.getoto.net/2023/05/10/lets-architect-designing-serverless-solutions/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Wed, 10 May 2023 12:49:23 +0000</pubDate>
				<category><![CDATA[Amazon EventBridge]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[Containers]]></category>
		<category><![CDATA[event driven architecture]]></category>
		<category><![CDATA[EventBridge]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[reInvent]]></category>
		<category><![CDATA[serverless]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=b02391dedc1755eabc418afb48cb8eaf</guid>

					<description><![CDATA[During his re:Invent 2022 keynote, Werner Vogels, AWS Vice President and Chief Technology Officer, emphasized the asynchronous nature of our world and the challenges associated with incorporating asynchronicity into our architectures. AWS serverless services can help users concentrate on the asynchronous aspects of their workloads, easing the execution of event-driven architectures and enabling the adoption […]]]></description>
		
		
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		<title>Let’s Architect! Getting started with containers</title>
		<link>https://noise.getoto.net/2023/04/26/lets-architect-getting-started-with-containers/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Wed, 26 Apr 2023 13:57:43 +0000</pubDate>
				<category><![CDATA[Amazon Elastic Kubernetes Service]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Well-Architected]]></category>
		<category><![CDATA[AWS Well-Architected Framework]]></category>
		<category><![CDATA[Containers]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[Management Tools]]></category>
		<category><![CDATA[reInvent]]></category>
		<category><![CDATA[serverless]]></category>
		<category><![CDATA[Thought Leadership]]></category>
		<category><![CDATA[workshops]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=f637943f712f958f96798232ea4fa295</guid>

					<description><![CDATA[Most of AWS customers building cloud-native applications or modernizing applications choose containers to run their microservices applications to accelerate innovation and time to market while lowering their total cost of ownership (TCO). Using containers in AWS comes with other benefits, such as increased portability, scalability, and flexibility. The combination of containers technologies and AWS services […]]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>Let’s Architect! Streamlining business with migration and modernization</title>
		<link>https://noise.getoto.net/2023/03/29/lets-architect-streamlining-business-with-migration-and-modernization/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Wed, 29 Mar 2023 14:03:06 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[Architecture Center]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[AWS Well-Architected Framework]]></category>
		<category><![CDATA[AWS Well-Architected Tool]]></category>
		<category><![CDATA[Containers]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[Migration]]></category>
		<category><![CDATA[modernization]]></category>
		<category><![CDATA[reInvent]]></category>
		<category><![CDATA[Serverless Land]]></category>
		<category><![CDATA[Thought Leadership]]></category>
		<category><![CDATA[workshops]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=100955317eb1016cb8ec8112f5ec3718</guid>

					<description><![CDATA[Many customers migrate their systems to Amazon Web Services (AWS) to increase their competitive edge and drive business value. To maximize the benefits of a cloud migration, companies tend to move their applications in conjunction with modernization initiatives. These joined efforts help your applications gain more agility, scalability, and resilience. Modernizing the portfolio of workloads […]]]></description>
		
		
		<enclosure url="" length="0" type="" />

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