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	<title>AWS Step Functions &#8211; Noise</title>
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		<title>Automate medical coding with Step Functions and Amazon Bedrock AgentCore</title>
		<link>https://noise.getoto.net/2026/10/22/automate-medical-coding-with-step-functions-and-amazon-bedrock-agentcore/</link>
		
		<dc:creator><![CDATA[Sachin Doshi]]></dc:creator>
		<pubDate>Wed, 21 Oct 2026 21:26:23 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock AgentCore]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[Intermediate (200)]]></category>
		<category><![CDATA[Technical How-to]]></category>
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					<description><![CDATA[Learn how to combine deterministic orchestration with bounded agentic reasoning using AWS Step Functions and the Amazon Bedrock AgentCore harness. This medical coding workflow escalates cheapest-first: a safety block-list, then exact matching, then an AI agent only for terms that need judgment, keeping every routing decision auditable.]]></description>
		
		
		
			</item>
		<item>
		<title>Validating multi-agent decisions with Step Functions and Bedrock AgentCore</title>
		<link>https://noise.getoto.net/2026/09/14/validating-multi-agent-decisions-with-step-functions-and-bedrock-agentcore/</link>
		
		<dc:creator><![CDATA[Ben Freiberg]]></dc:creator>
		<pubDate>Mon, 14 Sep 2026 16:47:23 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock AgentCore]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[Technical How-to]]></category>
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					<description><![CDATA[Orchestrating specialized Amazon Bedrock AgentCore agents with AWS Step Functions gives you the reasoning power of generative AI with the guardrails of deterministic validation. Agents propose options, and deterministic code validates them before any action is taken, demonstrated here with an airline rebooking workflow.]]></description>
		
		
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		<item>
		<title>Set up your AI coding agent to build with AWS Step Functions</title>
		<link>https://noise.getoto.net/2026/08/19/set-up-your-ai-coding-agent-to-build-with-aws-step-functions/</link>
		
		<dc:creator><![CDATA[D Surya Sai]]></dc:creator>
		<pubDate>Wed, 19 Aug 2026 11:41:31 +0000</pubDate>
				<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[Intermediate (200)]]></category>
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					<description><![CDATA[AWS Step Functions has added a Copy agent prompt button to the console that configures your AI coding agent with Step Functions skills and an MCP server in one step. Paste the prompt into Claude Code, Kiro CLI, Cursor, or any MCP-compatible agent and start building workflows with natural language.]]></description>
		
		
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			</item>
		<item>
		<title>Automate custom PII detection at scale with Amazon Macie and Step Functions</title>
		<link>https://noise.getoto.net/2026/07/22/automate-custom-pii-detection-at-scale-with-amazon-macie-and-step-functions/</link>
		
		<dc:creator><![CDATA[Aishwariya Khiani]]></dc:creator>
		<pubDate>Wed, 22 Jul 2026 13:30:26 +0000</pubDate>
				<category><![CDATA[Amazon Macie]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=ee76f0dcef80194efa0415d31cb62c28</guid>

					<description><![CDATA[Organizations in regulated industries like financial services, insurance, healthcare, and government ingest large volumes of data containing personally identifiable information (PII). Your applications, claims processing systems, partner data feeds, and internal workflows produce files that may include names, addresses, Social Security numbers, and domain-specific identifiers such as policy numbers, member IDs, and medical record numbers. […]]]></description>
		
		
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			</item>
		<item>
		<title>Serverless ICYMI Q2 2026</title>
		<link>https://noise.getoto.net/2026/07/20/serverless-icymi-q2-2026/</link>
		
		<dc:creator><![CDATA[Julian Wood]]></dc:creator>
		<pubDate>Mon, 20 Jul 2026 16:40:00 +0000</pubDate>
				<category><![CDATA[Amazon EventBridge]]></category>
		<category><![CDATA[Amazon Simple Storage Service (S3)]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[serverless]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=8e52e32076d5a544570714d6063bc3c1</guid>

					<description><![CDATA[In this 33rd quarterly recap post, discover the most impactful AWS serverless launches, features, and resources from Q2 2026 that you might have missed. Stay current with the latest serverless innovations that can improve your applications. In case you missed our last ICYMI, read about what happened in Q1 2026. AWS Lambda MicroVMs AWS Lambda […]]]></description>
		
		
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		<item>
		<title>Specification-driven composition for flexible data workflows</title>
		<link>https://noise.getoto.net/2026/07/10/specification-driven-composition-for-flexible-data-workflows/</link>
		
		<dc:creator><![CDATA[Rostislav Markov]]></dc:creator>
		<pubDate>Thu, 09 Jul 2026 22:27:31 +0000</pubDate>
				<category><![CDATA[Amazon OpenSearch Service]]></category>
		<category><![CDATA[Amazon S3]]></category>
		<category><![CDATA[Amazon Simple Storage Service (S3)]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=a393c6a5a6826a20e3dfe7eeeb83efcc</guid>

					<description><![CDATA[Specification-driven composition addresses a common scalability bottleneck in data pipelines. Data pipelines often start as simple scripts, but as they grow, you duplicate transformation logic and small changes cascade across multiple workflows. Copying and modifying data transformation logic across scripts leads to workflows that become difficult to manage at scale. Tracking what each pipeline does […]]]></description>
		
		
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			</item>
		<item>
		<title>Choosing the right workflow orchestration service for your use case: Amazon MWAA and AWS Step Functions</title>
		<link>https://noise.getoto.net/2026/06/10/choosing-the-right-workflow-orchestration-service-for-your-use-case-amazon-mwaa-and-aws-step-functions/</link>
		
		<dc:creator><![CDATA[Rajkumar Raghuwanshi]]></dc:creator>
		<pubDate>Wed, 10 Jun 2026 15:32:13 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon Managed Workflows for Apache Airflow (Amazon MWAA)]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[Technical How-to]]></category>
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					<description><![CDATA[This post explores how to select the right workflow orchestration service based on your specific use case requirements. We'll examine key workflow characteristics, present real-world scenarios, and provide practical guidance to help you make an informed decision for your particular needs.]]></description>
		
		
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			</item>
		<item>
		<title>AWS Weekly Roundup: BYOM for Amazon RDS for SQL Server, AWS IoT Device SDK for Swift, and more (June 8, 2026)</title>
		<link>https://noise.getoto.net/2026/06/09/aws-weekly-roundup-byom-for-amazon-rds-for-sql-server-aws-iot-device-sdk-for-swift-and-more-june-8-2026/</link>
		
		<dc:creator><![CDATA[Sébastien Stormacq]]></dc:creator>
		<pubDate>Mon, 08 Jun 2026 21:27:12 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Bedrock AgentCore]]></category>
		<category><![CDATA[Amazon Cognito]]></category>
		<category><![CDATA[Amazon EKS Distro]]></category>
		<category><![CDATA[Amazon Elastic Container Service]]></category>
		<category><![CDATA[Amazon Elastic Kubernetes Service]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS Cost and Usage Report]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[RDS for SQL Server]]></category>
		<category><![CDATA[Week in Review]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=e32d234a7c3d18a593ddd245138a99df</guid>

					<description><![CDATA[This week, the AWS IoT Device SDK for Swift reached general availability. As a member of the Swift Server Workgroup (SSWG), this one caught my attention. The SDK brings production-ready MQTT 5 connectivity, Device Shadow, Jobs, and fleet provisioning to Swift developers on macOS, iOS, tvOS, and Linux. I’m curious to see what you will build with it. […]]]></description>
		
		
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			</item>
		<item>
		<title>Automating identity lifecycle and security with AWS Directory Service APIs</title>
		<link>https://noise.getoto.net/2026/05/21/automating-identity-lifecycle-and-security-with-aws-directory-service-apis/</link>
		
		<dc:creator><![CDATA[Ali Alzand]]></dc:creator>
		<pubDate>Thu, 21 May 2026 16:00:59 +0000</pubDate>
				<category><![CDATA[Amazon EventBridge]]></category>
		<category><![CDATA[Amazon GuardDuty]]></category>
		<category><![CDATA[AWS CloudFormation]]></category>
		<category><![CDATA[AWS Directory Service]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[AWS Systems Manager]]></category>
		<category><![CDATA[Expert (400)]]></category>
		<category><![CDATA[Integration & Automation]]></category>
		<category><![CDATA[Security Blog]]></category>
		<category><![CDATA[Security, Identity & Compliance]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=35a556b71583a2303230e21976a60225</guid>

					<description><![CDATA[Managing identities and access across complex environments has become more critical than ever. AWS Directory Service for Managed Microsoft Active Directory, also known as AWS Managed Microsoft AD, has added new capabilities to manage users and groups. Now, you can perform create, read, update, and delete (CRUD) operations on users and groups directly through AWS […]]]></description>
		
		
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			</item>
		<item>
		<title>Serverless ICYMI Q1 2026</title>
		<link>https://noise.getoto.net/2026/04/30/serverless-icymi-q1-2026/</link>
		
		<dc:creator><![CDATA[Julian Wood]]></dc:creator>
		<pubDate>Thu, 30 Apr 2026 15:58:24 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Bedrock AgentCore]]></category>
		<category><![CDATA[Amazon DynamoDB]]></category>
		<category><![CDATA[Amazon Elastic Container Service]]></category>
		<category><![CDATA[Amazon EventBridge]]></category>
		<category><![CDATA[Amazon Simple Queue Service (SQS)]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[AWS Serverless Application Model]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[Kiro]]></category>
		<category><![CDATA[serverless]]></category>
		<category><![CDATA[Serverless ICYMI]]></category>
		<category><![CDATA[Strands Agents]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=882bdf4e7b42b135518565c1230e551d</guid>

					<description><![CDATA[Stay current with the latest serverless innovations that can improve your applications. In this 32nd quarterly recap, discover the most impactful AWS serverless launches, features, and resources from Q1 2026 that you might have missed. In case you missed our last ICYMI, check out what happened in Q4 2025. 2026 Q1 calendar Serverless with Mama […]]]></description>
		
		
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		<item>
		<title>Testing Step Functions workflows: a guide to the enhanced TestState API</title>
		<link>https://noise.getoto.net/2026/03/22/testing-step-functions-workflows-a-guide-to-the-enhanced-teststate-api/</link>
		
		<dc:creator><![CDATA[D Surya Sai]]></dc:creator>
		<pubDate>Sun, 22 Mar 2026 17:06:38 +0000</pubDate>
				<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[Compute]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=7dd0abf67263a4c6ee6a84f36e64c397</guid>

					<description><![CDATA[AWS Step Functions recently announced new enhancements to local testing capabilities for Step Functions, introducing API-based testing that developers can use to validate workflows before deploying to AWS. As detailed in our Announcement blog post, the TestState API transforms Step Functions development by enabling individual state testing in isolation or as complete workflows. This supports […]]]></description>
		
		
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			</item>
		<item>
		<title>Serverless ICYMI Q4 2025</title>
		<link>https://noise.getoto.net/2026/01/30/serverless-icymi-q4-2025/</link>
		
		<dc:creator><![CDATA[Julian Wood]]></dc:creator>
		<pubDate>Fri, 30 Jan 2026 15:23:57 +0000</pubDate>
				<category><![CDATA[Amazon API Gateway]]></category>
		<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon DynamoDB]]></category>
		<category><![CDATA[Amazon EC2 Container Registry]]></category>
		<category><![CDATA[Amazon Elastic Container Service]]></category>
		<category><![CDATA[Amazon EventBridge]]></category>
		<category><![CDATA[Amazon Simple Queue Service (SQS)]]></category>
		<category><![CDATA[Amazon Simple Storage Service (S3)]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[AWS Serverless Application Model]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[serverless]]></category>
		<category><![CDATA[Serverless ICYMI]]></category>
		<category><![CDATA[Strands Agents]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=df9c3ba4c69e6a6bc31b9dedc6ec532e</guid>

					<description><![CDATA[Stay current with the latest serverless innovations that can transform your applications. In this 31st quarterly recap, discover the most impactful AWS serverless launches, features, and resources from Q4 2025 that you might have missed.]]></description>
		
		
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		<item>
		<title>Orchestrating large-scale document processing with AWS Step Functions and Amazon Bedrock batch inference</title>
		<link>https://noise.getoto.net/2025/11/26/orchestrating-large-scale-document-processing-with-aws-step-functions-and-amazon-bedrock-batch-inference/</link>
		
		<dc:creator><![CDATA[Brian Zambrano]]></dc:creator>
		<pubDate>Wed, 26 Nov 2025 21:41:51 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Bedrock Knowledge Bases]]></category>
		<category><![CDATA[Amazon Nova]]></category>
		<category><![CDATA[Amazon Textract]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=ac0487467809cf2e10f0c351e2451f28</guid>

					<description><![CDATA[Organizations often have large volumes of documents containing valuable information that remains locked away and unsearchable. This solution addresses the need for a 
<strong>scalable, automated text extraction and knowledge base pipeline</strong> that transforms static document collections into intelligent, searchable repositories for generative AI applications.]]></description>
		
		
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		<item>
		<title>AWS Weekly Roundup: How to join AWS re:Invent 2025, plus Kiro GA, and lots of launches (Nov 24, 2025)</title>
		<link>https://noise.getoto.net/2025/11/24/aws-weekly-roundup-how-to-join-aws-reinvent-2025-plus-kiro-ga-and-lots-of-launches-nov-24-2025/</link>
		
		<dc:creator><![CDATA[Channy Yun (윤석찬)]]></dc:creator>
		<pubDate>Mon, 24 Nov 2025 19:58:08 +0000</pubDate>
				<category><![CDATA[Amazon API Gateway]]></category>
		<category><![CDATA[Amazon Aurora]]></category>
		<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon CloudWatch]]></category>
		<category><![CDATA[Amazon Connect]]></category>
		<category><![CDATA[Amazon EC2]]></category>
		<category><![CDATA[Amazon Elastic Container Registry]]></category>
		<category><![CDATA[Amazon Elastic Container Service]]></category>
		<category><![CDATA[Amazon Elastic Kubernetes Service]]></category>
		<category><![CDATA[Amazon OpenSearch Service]]></category>
		<category><![CDATA[Amazon Sagemaker]]></category>
		<category><![CDATA[Amazon Simple Storage Service (S3)]]></category>
		<category><![CDATA[AWS CloudFormation]]></category>
		<category><![CDATA[AWS Control Tower]]></category>
		<category><![CDATA[AWS Identity and Access Management (IAM)]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[Billing & Account Management]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[Week in Review]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=07c130971971a97e9ce9e1c84995def5</guid>

					<description><![CDATA[Next week, don’t miss AWS re:Invent, Dec. 1-5, 2025, for the latest AWS news, expert insights, and global cloud community connections! Our News Blog team is finalizing posts to introduce the most exciting launches from our service teams. If you’re joining us in person in Las Vegas, review the agenda, session catalog, and attendee guides […]]]></description>
		
		
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		<title>Accelerate workflow development with enhanced local testing in AWS Step Functions</title>
		<link>https://noise.getoto.net/2025/11/20/accelerate-workflow-development-with-enhanced-local-testing-in-aws-step-functions/</link>
		
		<dc:creator><![CDATA[Donnie Prakoso]]></dc:creator>
		<pubDate>Wed, 19 Nov 2025 22:13:17 +0000</pubDate>
				<category><![CDATA[Application Integration]]></category>
		<category><![CDATA[Application Services*]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[Developer Tools]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=2b69c647e2cbc0ecdc51950855a3542a</guid>

					<description><![CDATA[AWS Step Functions' enhanced TestState API now enables local unit testing with mocking support, comprehensive state type validation, and individual state testing capabilities without requiring AWS deployment or IAM permissions.]]></description>
		
		
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		<item>
		<title>Handle unpredictable processing times with operational consistency when integrating asynchronous AWS services with an AWS Step Functions state machine</title>
		<link>https://noise.getoto.net/2025/11/14/handle-unpredictable-processing-times-with-operational-consistency-when-integrating-asynchronous-aws-services-with-an-aws-step-functions-state-machine/</link>
		
		<dc:creator><![CDATA[Philip Whiteside]]></dc:creator>
		<pubDate>Fri, 14 Nov 2025 20:59:55 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[serverless]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=88422696e31a8324cde8a056b216bffc</guid>

					<description><![CDATA[In this post, we explore using AWS Step Function state machine with asynchronous AWS services, look at some scenarios where the processing time can be unpredictable, explain when traditional solutions such as polling (periodically check) fall short, and demonstrate how to implement a generalized callback pattern to handle asynchronous operations into a more manageable synchronous flow.]]></description>
		
		
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		<title>Orchestrating big data processing with AWS Step Functions Distributed Map</title>
		<link>https://noise.getoto.net/2025/11/05/orchestrating-big-data-processing-with-aws-step-functions-distributed-map/</link>
		
		<dc:creator><![CDATA[Biswanath Mukherjee]]></dc:creator>
		<pubDate>Tue, 04 Nov 2025 23:42:01 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon Athena]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS Big Data]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=4a76424dead6baefc8dabd7e52cddb6b</guid>

					<description><![CDATA[In this post, you'll learn how to use AWS Step Functions Distributed Map to process Amazon Athena data manifest and Parquet files through a step-by-step demonstration.]]></description>
		
		
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		<title>Optimizing nested JSON array processing using AWS Step Functions Distributed Map</title>
		<link>https://noise.getoto.net/2025/11/05/optimizing-nested-json-array-processing-using-aws-step-functions-distributed-map/</link>
		
		<dc:creator><![CDATA[Biswanath Mukherjee]]></dc:creator>
		<pubDate>Tue, 04 Nov 2025 23:41:28 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[serverless]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=1a560202d8fcb164f4282b73242e5646</guid>

					<description><![CDATA[In this post, we explore how to optimize processing array data embedded within complex JSON structures using AWS Step Functions Distributed Map. You’ll learn how to use ItemsPointer to reduce the complexity of your state machine definitions, create more flexible workflow designs, and streamline your data processing pipelines—all without writing additional transformation code or AWS Lambda functions.]]></description>
		
		
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		<title>Processing Amazon S3 objects at scale with AWS Step Functions Distributed Map S3 prefix</title>
		<link>https://noise.getoto.net/2025/10/25/processing-amazon-s3-objects-at-scale-with-aws-step-functions-distributed-map-s3-prefix/</link>
		
		<dc:creator><![CDATA[Biswanath Mukherjee]]></dc:creator>
		<pubDate>Fri, 24 Oct 2025 21:22:10 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[serverless]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=842bc4c645350932bcdf9584b3ff9e0f</guid>

					<description><![CDATA[In this post, you’ll learn how to process Amazon S3 objects at scale with the new AWS Step Functions Distributed Map S3 prefix and transformation capabilities.]]></description>
		
		
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		<item>
		<title>Breaking down monolith workflows: Modularizing AWS Step Functions workflows</title>
		<link>https://noise.getoto.net/2025/10/23/breaking-down-monolith-workflows-modularizing-aws-step-functions-workflows/</link>
		
		<dc:creator><![CDATA[Sahithi Ginjupalli]]></dc:creator>
		<pubDate>Wed, 22 Oct 2025 21:02:22 +0000</pubDate>
				<category><![CDATA[AWS Step Functions]]></category>
		<category><![CDATA[Best practices]]></category>
		<category><![CDATA[Intermediate (200)]]></category>
		<category><![CDATA[serverless]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=8ca029b1a26b0ed77549416c2a4c9c44</guid>

					<description><![CDATA[You can use AWS Step Functions to orchestrate complex business problems. However, as workflows grow and evolve, you can find yourself grappling with monolithic state machines that become increasingly difficult to maintain and update. In this post, we show you strategies for decomposing large Step Functions workflows into modular, maintainable components.]]></description>
		
		
		<enclosure url="" length="0" type="" />

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