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Want to build AWS infrastructure using natural language? Praneeta Prakash and Claudiu Popa join Julian Wood to explore the AWS MCP Server. Discover how to tackle practical challenges like provisioning infrastructure, troubleshooting issues, and orchestrating complex workflows without memorizing API syntax. See how to combine authenticated API access with AWS documentation knowledge through Agent SOPs, natural language workflows that follow AWS best practices.

Join us as we dive into the new AWS Quick Suite and how to integrate it with your Cloud Intelligence Dashboards like CIDs and CUDOS! We will be looking at permissions, pricing and how to configure your agent! https://aws.amazon.com/quicksuite/?trk=ad714902-ef07-4ce3-bbb9-a6e6201b5aca&sc_channel=sm https://aws.amazon.com/quicksuite/pricing/?trk=ad714902-ef07-4ce3-bbb9-a6e6201b5aca&sc_channel=sm https://docs.aws.amazon.

Struggling to get clear visibility into your AWS Savings Plan allocation across linked accounts? In this comprehensive tutorial, AWS Senior Cloud Architects Connor and Hicham from the AWS OPTICS team show you exactly how to track and analyze your Savings Plan usage from both payer and member account perspectives.

What does it take to bring world-class connectivity to the billions of people and businesses that have never had reliable access? Tom Soderstrom, AWS Executive in Residence, and Chris Weber, VP of Business at Amazon Leo, share how Amazon Leo (formerly known as Project Kuiper) is building toward that vision one launch at a time, with over 200 satellites in orbit since this conversation took place in December 2025.

Welcome to AWS Data & AI bytes, where we bring you stories from AWS customers solving real-world problems. Whether you're architecting, experimenting, or scaling fast, these bytes will move you forward! Keep an eye out in the coming weeks to learn more about how customer have leveraged AWS services to solve real-world problems. Subscribe to AWS: https://go.aws/subscribe Create a free AWS account: https://go.aws/signup Try AWS for free: https://go.

AWS Backup's Multi-party approval for logically air-gapped vaults enables organizations to require multiple authorized approvers before critical backup operations can be executed. This distributed approval process helps protect against both inadvertent and malicious events by preventing any single person from making unilateral changes to backup access.

Technical demonstration of a text classification workflow which can handle 1000+ categories using Amazon Bedrock, with a focus on accuracy validation. This session covers: ▶️ Three-step classification workflow: semantic search, reranking, and attribute validation ▶️ Live demonstration ▶️ Overview of the GitHub repository Source code: http://go.aws/3KIhpxj Presenter: Lior Perez, Principal Generative AI & Machine Learning Solutions Architect, AWS Subscribe to AWS: https://go.

Learn how to use LocalStack with the new VSCode integration for faster local serverless development. Peter Smith and Joel Scheuner from Localstack, and Lamdba PMs, Shridhar Pandey and Prerna Choudhary, join Eric Johnson to show how to more easily test and debug serverless applications in your local IDE. See how to emulate services such as AWS Lambda, Amazon SQS, Amazon API Gateway, and DynamoDB for local application development and testing.

Discover how Amazon's Canada Tax team transformed operations with Amazon Quick Suite—unifying fragmented data across financial systems into one AI-powered workspace with interactive dashboards, natural language insights, and automated legislative monitoring. The result? A shift from manual processes to strategic, high-value work that accelerates decision-making and keeps the team ahead of regulatory changes. Learn more about Amazon Quick Suite: https://go.

Discover how startup Audioshake from San Francisco, California uses AWS to split any recording, from music to film to user-generated content – into stems, making audio more interactive, customizable, and accessible. AudioShake was selected for the 2024 cohort of the AWS Generative AI Accelerator, providing them credits and support to accelerate their mission. Learn more about the AWS Generative AI Accelerator: https://aws.amazon.com/startups/programs/generative-ai?

🤖 Your AI agent forgets everything the moment the conversation ends. Every session starts from zero, resulting in unpersonalized & context unaware responses. Users need to re-explain everything. The problem isn't your model's intelligence, but that it lacks a memory layer.

Learn how Cox Automotive scaled Agentic AI from experimentation to production in just one month using Amazon Bedrock AgentCore and Strands. We'll share Cox's methodology for scaling Agentic AI, including reference architectures and governance frameworks that enable startup speed with enterprise controls. Discover how AgentCore primitives—runtime, identity, gateway, and memory—accelerated their journey.