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Database migrations fail not from lack of tools, but from the cognitive burden of orchestrating them. Engineers toggle between consoles, parse cryptic logs, and chase configuration dependencies across network layers, security groups, and database-specific parameters burning hours on problems AI can solve in seconds. Amazon Q integration with AWS DMS eliminates this friction by embedding intelligence directly into your workflow.

This demo showcases how agentic AI accelerates data onboarding — helping customers create and configure data pipelines in minutes, not weeks. From automated ingestion and transformation to built-in governance, the agent handles the heavy lifting so your team can focus on outcomes, not plumbing. It's not about preparing data for AI — it's about using AI to automate data processes and get your data estate production-ready, fast.

Hear from Phillip McGee, Principal Technical Program Manager, Avery Products, and Bohdan Khomych, Associate Director of R&D Products, SoftServe how the two companies collaborated and leveraged technologies from Amazon Web Services (aws.com) and NVIDIA (https://go.aws/4oPPFoI) to create an AI-driven content creation platform.

Today we will be diving into The Frugal Architect- Simple laws for building cost-aware, sustainable, modern architectures. Created by Dr. Werner Vogels, CTO of Amazon.com. We discuss the laws and practical applications. https://thefrugalarchitect.com/?trk=ad714902-ef07-4ce3-bbb9-a6e6201b5aca&sc_channel=sm https://data.finops.org/library?trk=ad714902-ef07-4ce3-bbb9-a6e6201b5aca&sc_channel=sm

The future of e-commerce demands instant, data-driven decisions. Discover how Decile, an e-commerce analytics platform, built its Luma AI analyst into its service using Snowflake Intelligence. Learn how Decile built a multi-tenant architecture to create custom agents for each brand. Decile unifies client data (from Shopify, Acxiom, and more) and enables users from marketers to executives to ask complex business questions in natural language.

Discover how to gain visibility into the performance of your workloads going over the AWS global network with the latest Amazon CloudWatch Network Monitoring feature. Learn how to monitor traffic flowing between AWS Regions and quickly identify network performance issues affecting your multi-Region workloads.

Think AWS WAF is just for blocking SQL injection and XSS? Think again. In this interactive chalk talk, we'll dive into creative, real-world use cases - from deploying honeypots and shedding traffic, to stopping account fraud and mitigating DDoS at scale. We'll explore advanced configurations, walk through customer-tested patterns, and whiteboard strategies that make WAF a powerful tool in your security arsenal. Bring your questions and experiences - we're here to break the 'WAF does that?'

Explore how JPMorganChase and the Amazon Advanced Solutions Lab are advancing quantum computing research on Amazon Braket. This session presents qReduMIS, a hybrid quantum-classical algorithm developed to solve maximum independent set problems. Tested on Rydberg quantum hardware with up to 231 qubits, the algorithm uses quantum systems as co-processors to identify key vertices and improve reduction efficiency.

For more details on this topic, visit the AWS Knowledge Center on AWS re:Post and read the full article associated with this video: https://repost.aws/knowledge-center/lambda-troubleshoot-invocation-timeouts The AWS Knowledge Center contains trusted, expert-reviewed answers to frequently asked questions across AWS services — including EC2, S3, IAM, Lambda, Bedrock, and more. Sanyukta shows you how to troubleshoot Lambda function invocation timeout errors.

Web developers need to deliver differentiating experiences to more users faster than ever before. To build secure, reliable, and scalable applications at 10x speed requires solutions that empower developers to get started easily, ship quickly, and iterate rapidly. In this breakout, we'll share exciting updates on how AWS Amplify is evolving to meet the needs of modern 10x web developers. Learn more: More AWS events: https://go.aws/3kss9CP Subscribe: More AWS videos: http://bit.

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Enterprises often develop custom libraries, tools, and domain-specific languages to power their operations. Integrating these proprietary assets within your AI tools can be a challenge. In this talk, I will share how to use Kiro, an agentic AI tool, to understand and work with custom libraries. I'll demonstrate the power of combining steering files and Model Context Protocol to teach Kiro new skills, establish best practices, and keep its knowledge up-to-date.