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	<title>AWS Transform &#8211; Noise</title>
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		<title>Limit agent permissions and spend in AWS Transform custom</title>
		<link>https://noise.getoto.net/2026/10/20/limit-agent-permissions-and-spend-in-aws-transform-custom/</link>
		
		<dc:creator><![CDATA[Hamza Alfarrash]]></dc:creator>
		<pubDate>Tue, 20 Oct 2026 19:04:02 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Technical How-to]]></category>
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					<description><![CDATA[AWS Transform custom runs an autonomous agent with shell access over your source code, using your AWS credentials. This post bounds it with three controls: a scoped trust allowlist, an execution identity separate from the one that authors, and a per-run agent-minute cap backed by an account budget.]]></description>
		
		
		
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		<title>AWS Weekly Roundup: OpenAI GPT-6 Astra on Amazon Bedrock, Amazon Quick desktop GA, Kiro for students, and more (September 14, 2026)</title>
		<link>https://noise.getoto.net/2026/09/14/aws-weekly-roundup-openai-gpt-6-astra-on-amazon-bedrock-amazon-quick-desktop-ga-kiro-for-students-and-more-september-14-2026/</link>
		
		<dc:creator><![CDATA[Micah Walter]]></dc:creator>
		<pubDate>Mon, 14 Sep 2026 15:56:33 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Elastic Block Store (Amazon EBS)]]></category>
		<category><![CDATA[Amazon OpenSearch Service]]></category>
		<category><![CDATA[Amazon Quick Suite]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[AWS Outposts]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Kiro]]></category>
		<category><![CDATA[Week in Review]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=3f5c3d4206ba715a30a911e6518c2d4d</guid>

					<description><![CDATA[There’s a particular energy to mid-September in New York. Pumpkin spice lattes are flowing, temperatures are dropping, and it’s nearly sweater weather. The city is back at full speed, and so is the AWS launch calendar. This week that energy showed up in a new frontier model on Amazon Bedrock, a desktop app for Amazon […]]]></description>
		
		
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		<item>
		<title>Build your own continuous modernization pipeline with AWS Transform custom</title>
		<link>https://noise.getoto.net/2026/08/28/build-your-own-continuous-modernization-pipeline-with-aws-transform-custom/</link>
		
		<dc:creator><![CDATA[Janardhan Molumuri]]></dc:creator>
		<pubDate>Fri, 28 Aug 2026 13:27:12 +0000</pubDate>
				<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Best practices]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<category><![CDATA[Thought Leadership]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=dd1bea6fa87b7a178ba8d15ebd09d5af</guid>

					<description><![CDATA[Introduction Development velocity has reached new heights with AI-driven development tools and practices. Organizations are generating code faster than ever before. But that speed carries risk. Researchers Anderson, Parker, and Tan warned in MIT Sloan Management Review, “Legacy systems tend to carry hidden debt; layering AI-generated code on top of them creates additional tangled dependencies.” […]]]></description>
		
		
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		<item>
		<title>AWS Weekly Roundup: AWS Heroes Summit, Web Search on Amazon Bedrock, Dogwood, Kiro Crew, and more (August 10, 2026)</title>
		<link>https://noise.getoto.net/2026/08/10/aws-weekly-roundup-aws-heroes-summit-web-search-on-amazon-bedrock-dogwood-kiro-crew-and-more-august-10-2026/</link>
		
		<dc:creator><![CDATA[Channy Yun (윤석찬)]]></dc:creator>
		<pubDate>Mon, 10 Aug 2026 15:45:03 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Bedrock AgentCore]]></category>
		<category><![CDATA[Amazon DynamoDB]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Kiro]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[Week in Review]]></category>
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					<description><![CDATA[Last week, we brought together AWS Heroes from around the world to connect, collaborate, and celebrate the builders who go above and beyond for the AWS community. The AWS Heroes Summit, an invite-only annual gathering, brings global experts specializing in fields like AI, serverless, and containers together for direct collaboration, technical deep-dives, and feedback sessions […]]]></description>
		
		
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		<title>Analyze and remediate technical debt autonomously with AWS Transform – continuous modernization</title>
		<link>https://noise.getoto.net/2026/08/04/analyze-and-remediate-technical-debt-autonomously-with-aws-transform-continuous-modernization/</link>
		
		<dc:creator><![CDATA[Ritik Khatwani]]></dc:creator>
		<pubDate>Mon, 03 Aug 2026 21:28:32 +0000</pubDate>
				<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=46a1104a814dc2c977f218d19d9546e0</guid>

					<description><![CDATA[Introduction In a recent post, my colleague Micah Walter introduced AWS Transform – continuous modernization in public preview. Today, this capability is generally available in regions supported for AWS Transform . Development velocity continues to increase. But velocity without maintenance accumulates technical debt at speed. The faster software scales, the faster technical debt compounds. At […]]]></description>
		
		
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		<title>Building and running custom code transformations without leaving your editor</title>
		<link>https://noise.getoto.net/2026/06/23/building-and-running-custom-code-transformations-without-leaving-your-editor/</link>
		
		<dc:creator><![CDATA[David Hasani]]></dc:creator>
		<pubDate>Mon, 22 Jun 2026 22:37:08 +0000</pubDate>
				<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=71a9b4b5fb46e70f500a027c1438f815</guid>

					<description><![CDATA[Custom code transformations are the work that no off-the-shelf migrator covers for you. Moving your services off an internal library, enforcing your team’s error-handling conventions, standardizing logging across your fleet of services: that work piles up on your backlog because general-purpose tools weren’t written with your codebase in mind. AWS Transform custom tackles that kind […]]]></description>
		
		
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		<item>
		<title>Top announcements of the AWS Summit in New York, 2026</title>
		<link>https://noise.getoto.net/2026/06/17/top-announcements-of-the-aws-summit-in-new-york-2026/</link>
		
		<dc:creator><![CDATA[AWS News Blog Team]]></dc:creator>
		<pubDate>Wed, 17 Jun 2026 16:36:08 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Bedrock AgentCore]]></category>
		<category><![CDATA[Amazon Simple Storage Service (S3)]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS Summit New York]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[AWS WAF]]></category>
		<category><![CDATA[Kiro]]></category>
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					<description><![CDATA[A recap of the top announcements from AWS's New York Summit 2026]]></description>
		
		
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		<item>
		<title>Proactively reduce tech debt autonomously with AWS Transform – continuous modernization (preview)</title>
		<link>https://noise.getoto.net/2026/06/17/proactively-reduce-tech-debt-autonomously-with-aws-transform-continuous-modernization-preview/</link>
		
		<dc:creator><![CDATA[Micah Walter]]></dc:creator>
		<pubDate>Wed, 17 Jun 2026 14:58:00 +0000</pubDate>
				<category><![CDATA[AWS Summit New York]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Events]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=3e39bae981f2f621cb37e1da820e92f5</guid>

					<description><![CDATA[AWS Transform – continuous modernization (preview) automatically scans code repositories to detect, prioritize, and remediate technical debt at scale.]]></description>
		
		
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		<title>AWS Weekly Roundup: Claude Opus 4.8 on AWS, Aurora MySQL with Kiro Powers, and more (June 1, 2026)</title>
		<link>https://noise.getoto.net/2026/06/01/aws-weekly-roundup-claude-opus-4-8-on-aws-aurora-mysql-with-kiro-powers-and-more-june-1-2026/</link>
		
		<dc:creator><![CDATA[Micah Walter]]></dc:creator>
		<pubDate>Mon, 01 Jun 2026 14:25:33 +0000</pubDate>
				<category><![CDATA[Amazon Aurora]]></category>
		<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon OpenSearch Service]]></category>
		<category><![CDATA[Amazon WorkSpaces]]></category>
		<category><![CDATA[AWS Resilience Hub (ARH)]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[Week in Review]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=f1a3b8f4bfb479792192691159b6f533</guid>

					<description><![CDATA[In my last Week in Review post, I shared what I’d been hearing from customers in the AI-Driven Development Lifecycle (AI-DLC) workshops I’ve been delivering. Last week I was back at it, this time in Denver for a two-day AI-DLC workshop, where I helped facilitate 17 teams to deliver nearly 20 separate use cases in […]]]></description>
		
		
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		<title>Migrating your Java applications to AWS Graviton using AWS Transform custom</title>
		<link>https://noise.getoto.net/2026/05/27/migrating-your-java-applications-to-aws-graviton-using-aws-transform-custom/</link>
		
		<dc:creator><![CDATA[Hahnara Hyun]]></dc:creator>
		<pubDate>Wed, 27 May 2026 15:04:10 +0000</pubDate>
				<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Graviton]]></category>
		<category><![CDATA[java]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=bdf515e8603e3b5a74d909411aa34ef4</guid>

					<description><![CDATA[For Java applications, modern JVMs like Amazon Corretto and OpenJDK are highly optimized for Arm64 and modern applications that are pure Java often require zero changes to run on Graviton. In many cases, applications aren’t fully modernized or purely Java and have a range of dependencies. When you’re responsible for migrating workloads, it’s helpful to […]]]></description>
		
		
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		<title>AWS Weekly Roundup: AWS Transform at 1 year, Claude Platform on AWS, EC2 M3 Ultra Mac instances, and more (May 18, 2026)</title>
		<link>https://noise.getoto.net/2026/05/18/aws-weekly-roundup-aws-transform-at-1-year-claude-platform-on-aws-ec2-m3-ultra-mac-instances-and-more-may-18-2026/</link>
		
		<dc:creator><![CDATA[Channy Yun (윤석찬)]]></dc:creator>
		<pubDate>Mon, 18 May 2026 19:13:20 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon EC2 Mac instances]]></category>
		<category><![CDATA[Amazon Redshift]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=8988c51e111f956abbf726fde4adbe63</guid>

					<description><![CDATA[Just a year ago, we launched AWS Transform for .NET, Mainframe and VMware workloads, the first agentic AI service purpose-built for modernizing enterprise applications at scale. At re:Invent 2025, we introduced AWS Transform custom, which enables organizations to modernize and transform code at scale using AWS-managed and custom transformations. You can upgrade language versions, migrate […]]]></description>
		
		
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		<title>Modernizing Excel VBA to Python at Scale with AWS Transform custom</title>
		<link>https://noise.getoto.net/2026/05/18/modernizing-excel-vba-to-python-at-scale-with-aws-transform-custom/</link>
		
		<dc:creator><![CDATA[Somnath Chatterjee]]></dc:creator>
		<pubDate>Mon, 18 May 2026 12:48:58 +0000</pubDate>
				<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Customer Solutions]]></category>
		<category><![CDATA[Developer Tools]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[New stuff]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=0e371af058c8413520d4233a254d32e9</guid>

					<description><![CDATA[Learn how AWS Transform custom can help migrate Excel VBA applications to modern Python code while overcoming context window limitations, preserving functional equivalence, and enabling cloud-native deployment—turning weeks of manual rewriting into hours of AI-guided transformation. Introduction Many organizations maintain dozens of Excel VBA applications built over decades, containing business-critical logic trapped in workbooks—budget planning […]]]></description>
		
		
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		<title>Agentic application modernization at scale with Strands and Amazon Transform custom</title>
		<link>https://noise.getoto.net/2026/05/11/agentic-application-modernization-at-scale-with-strands-and-amazon-transform-custom/</link>
		
		<dc:creator><![CDATA[Kanishk Mahajan]]></dc:creator>
		<pubDate>Mon, 11 May 2026 19:03:17 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Bedrock AgentCore]]></category>
		<category><![CDATA[Amazon Bedrock Agents]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Best practices]]></category>
		<category><![CDATA[Customer Solutions]]></category>
		<category><![CDATA[foundation-models]]></category>
		<category><![CDATA[Migration Solutions]]></category>
		<category><![CDATA[Strands Agents]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<category><![CDATA[Thought Leadership]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=07d753647891604f8b83aaac77f161e0</guid>

					<description><![CDATA[Introduction Modernizing applications by upgrading language runtimes, migrating SDKs, and refactoring frameworks is important for cloud adoption but can be labor-intensive at scale. Each repository requires analysis of dependencies and transformation needs; custom transformation logic must be built and validated, and changes are often executed sequentially across codebases. If you have hundreds of applications, this […]]]></description>
		
		
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		<title>AWS Transform custom: Enterprise Code Modernization with the Learn-Scale-Improve Flywheel</title>
		<link>https://noise.getoto.net/2026/04/27/aws-transform-custom-enterprise-code-modernization-with-the-learn-scale-improve-flywheel/</link>
		
		<dc:creator><![CDATA[Venugopalan Vasudevan]]></dc:creator>
		<pubDate>Mon, 27 Apr 2026 04:49:32 +0000</pubDate>
				<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Customer Solutions]]></category>
		<category><![CDATA[devops]]></category>
		<category><![CDATA[Partner solutions]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<category><![CDATA[Thought Leadership]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=d4b92a817a92b1943b2757eb8d462d88</guid>

					<description><![CDATA[Enterprise modernization has reached an inflection point. You can transform one repository easily. Existing tools, including AWS Transform custom, work well for individual repositories, and the process is understood. But what about 50 repositories? 100? 200? When you need to modernize at enterprise scale, transforming code is only part of the challenge. Coordinating people, capturing […]]]></description>
		
		
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		<title>Automate AWS Lambda Runtime Upgrades with AWS Transform custom</title>
		<link>https://noise.getoto.net/2026/03/02/automate-aws-lambda-runtime-upgrades-with-aws-transform-custom/</link>
		
		<dc:creator><![CDATA[Venugopalan Vasudevan]]></dc:creator>
		<pubDate>Mon, 02 Mar 2026 11:54:36 +0000</pubDate>
				<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Best practices]]></category>
		<category><![CDATA[modernization]]></category>
		<category><![CDATA[python]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=1534af788779d7e1050f4067512fbfa8</guid>

					<description><![CDATA[Introduction Organizations carry a growing burden of technical debt — aging codebases, outdated runtimes, and legacy frameworks that slow innovation, increase security risk, and inflate maintenance costs. Addressing this debt requires tackling a wide range of code transformation challenges: version upgrades, runtime migrations, framework transitions, and language translations, all of which must be repeated across […]]]></description>
		
		
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		<title>Building a scalable code modernization solution with AWS Transform custom</title>
		<link>https://noise.getoto.net/2026/02/07/building-a-scalable-code-modernization-solution-with-aws-transform-custom/</link>
		
		<dc:creator><![CDATA[Dinesh Prabakaran]]></dc:creator>
		<pubDate>Fri, 06 Feb 2026 22:53:29 +0000</pubDate>
				<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Batch]]></category>
		<category><![CDATA[Developer Tools]]></category>
		<category><![CDATA[Development]]></category>
		<category><![CDATA[devops]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[java]]></category>
		<category><![CDATA[modernization]]></category>
		<category><![CDATA[serverless]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=f440273d4359841c2cf298398dc0e417</guid>

					<description><![CDATA[Introduction Software maintenance and modernization is a critical challenge for enterprises managing hundreds or thousands of repositories. Whether upgrading Java versions, migrating to new AWS SDKs, or modernizing frameworks, the scale of transformation work can be overwhelming. AWS Transform custom uses agentic AI to perform large-scale modernization of software, code, libraries, and frameworks to reduce […]]]></description>
		
		
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		<title>AWS Transform custom: AI-driven Java modernization to reduce tech debt</title>
		<link>https://noise.getoto.net/2026/02/05/aws-transform-custom-ai-driven-java-modernization-to-reduce-tech-debt/</link>
		
		<dc:creator><![CDATA[Dinesh Prabakaran]]></dc:creator>
		<pubDate>Thu, 05 Feb 2026 03:00:42 +0000</pubDate>
				<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Developer Tools]]></category>
		<category><![CDATA[Development]]></category>
		<category><![CDATA[devops]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[java]]></category>
		<category><![CDATA[modernization]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=dd90cdcc5fbf7a2605be16c0e2208ad6</guid>

					<description><![CDATA[In today’s rapidly evolving software landscape, maintaining and modernizing Java applications is a critical challenge for many organizations. As new Java versions are released and best practices evolve, the need for efficient code transformation becomes increasingly important. Organizations today face significant challenges when modernizing their Java applications. Legacy codebases often contain outdated patterns, deprecated APIs, […]]]></description>
		
		
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		<title>Automating AWS SDK for Java v1 to v2 Upgrades with AWS Transform</title>
		<link>https://noise.getoto.net/2026/01/08/automating-aws-sdk-for-java-v1-to-v2-upgrades-with-aws-transform/</link>
		
		<dc:creator><![CDATA[Brent Everman]]></dc:creator>
		<pubDate>Thu, 08 Jan 2026 20:40:13 +0000</pubDate>
				<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Developer Tools]]></category>
		<category><![CDATA[java]]></category>
		<category><![CDATA[modernization]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=19c8a5f58f660c03369b081be83f412d</guid>

					<description><![CDATA[The AWS SDK for Java v2 represents a fundamental shift in how Java applications interact with AWS services, addressing critical security requirements while delivering measurable performance improvements. For organizations still operating on v1, this transition extends beyond a routine version upgrade—it’s a strategic imperative for maintaining secure, efficient cloud operations. With v1 reaching end-of-support on December 31, 2025, […]]]></description>
		
		
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		<title>Happy New Year! AWS Weekly Roundup: 10,000 AIdeas Competition, Amazon EC2, Amazon ECS Managed Instances and more (January 5, 2026)</title>
		<link>https://noise.getoto.net/2026/01/05/happy-new-year-aws-weekly-roundup-10000-aideas-competition-amazon-ec2-amazon-ecs-managed-instances-and-more-january-5-2026/</link>
		
		<dc:creator><![CDATA[Prasad Rao]]></dc:creator>
		<pubDate>Mon, 05 Jan 2026 17:10:37 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon EC2]]></category>
		<category><![CDATA[AWS Control Tower]]></category>
		<category><![CDATA[AWS Direct Connect]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[Week in Review]]></category>
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					<description><![CDATA[Happy New Year! I hope the holidays gave you time to recharge and spend time with your loved ones. Like every year, I took a few weeks off after AWS re:Invent to rest and plan ahead. I used some of that downtime to plan the next cohort for Become a Solutions Architect (BeSA). BeSA is […]]]></description>
		
		
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		<title>AWS Transform for mainframe introduces Reimagine capabilities and automated testing functionality</title>
		<link>https://noise.getoto.net/2025/12/01/aws-transform-for-mainframe-introduces-reimagine-capabilities-and-automated-testing-functionality/</link>
		
		<dc:creator><![CDATA[Channy Yun (윤석찬)]]></dc:creator>
		<pubDate>Mon, 01 Dec 2025 19:02:02 +0000</pubDate>
				<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Events]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[Mainframe & Legacy]]></category>
		<category><![CDATA[Mainframe Migration]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=b280ff287c0cceb790bd85aee4e566f6</guid>

					<description><![CDATA[New AI-powered capabilities help transform legacy mainframe applications into cloud-native architectures while automating complex testing processes—reducing modernization timelines from years to months through intelligent analysis and automated test generation.]]></description>
		
		
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