AWS re:Invent 2025 - Build autonomous code improvement agents with Amazon Nova 2 Lite (AIM429)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum Cloud Computing

Dive deep into the reasoning capabilities of Amazon Nova 2 Lite to create intelligent agents that understand and improve your codebase autonomously. Watch live coding to learn practical implementation patterns, architectural considerations for long-horizon agentic workflows, and how to transform manual code maintenance into intelligent, automated engineering solutions.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Introducing the new Amazon SageMaker notebooks for analytics and ML (ANT212)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Analytics Cloud Computing Amazon SageMaker

Getting started with your data shouldn't require hours of setup or juggling multiple tools. Discover how the latest launches for Amazon SageMaker, including one-click onboarding of existing datasets and a new serverless notebook with a built-in AI agent help you move from raw data to production-grade pipelines and applications. We'll show you how our newest announcements translates into faster time-to-value, reduced operational overhead, and the ability to scale from exploration to production.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Coding an MCP server for Amazon Aurora (DAT429)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Aurora Cloud Computing LLM

Do you want to build an MCP server for your application running on Amazon Aurora where you control the access without handing full control to an LLM and the AI agents simply call it? In this code talk, learn about MCP servers, how they can help you, and key considerations to ensure you can safely and predictably enable LLMs to call it. See live coding firsthand and learn the code required to build a MCP that is designed to meet your requirements. Discover how you can integrate AI agents with MCP servers while ensuring secure database access.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - How customers build AI at scale with AWS AI infrastructure (AIM252)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Cloud Computing

Join industry leaders as they share their experiences scaling AI initiatives using AWS AI infrastructures. AWS customers will present their journeys demonstrating how they optimized their AI workloads across training and inference for maximum performance and cost efficiency. Discover real-world architectures, implementation strategies, and lessons learned from organizations deploying large language models, reasoning systems, and multimodal applications at scale. Learn practical approaches to selecting and leveraging the right AI infrastructure for your AI workloads while managing costs effectively.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Building autonomous AI at scale with Amazon Bedrock (AIM390)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Cloud Computing

Building autonomous AI at scale with Amazon Bedrock 2025 marks the breakthrough year for autonomous AI systems, from vibe coding to specialized assistants and super agents disrupting multi-billion dollar industries. Amazon Bedrock empowers disruptive startups to rapidly prototype autonomous applications and agents, seamlessly scaling from proof-of-concept to production systems serving millions of users. We'll tackle top scaling challenges, share best practices, and hear from Genspark, a cutting-edge super agent startup, showcasing their complete journey—from rapid MVP development to handling production traffic at scale. Discover specific Bedrock capabilities and support programs that optimize performance, reduce cost, achieve global scalability, and enable your vision without enterprise-level infrastructure investments.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Deep dive into Amazon Aurora and its innovations (DAT441)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Aurora Cloud Computing ETL/ELT GenAI MySQL postgresql

With an innovative architecture that decouples compute from storage and advanced features like Amazon Aurora Global Database and low-latency read replicas, Aurora reimagines what it means to be a relational database. Aurora is a built-for-the-cloud, serverless relational database service that delivers unparalleled performance and availability at global scale for MySQL, PostgreSQL, and DSQL. In this session, dive deep into new features – and Aurora’s most popular offerings including serverless, I/O-Optimized, zero-ETL integrations, MCP integration, and generative AI support for vector search and storage. Also learn about the groundbreaking Aurora DSQL engine.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - An insider’s look into architecture choices for Amazon DynamoDB (DAT436)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum Cloud Computing DynamoDB RDBMS

To overcome the performance and scale limitations of relational databases, AWS built Amazon DynamoDB to deliver consistent single-digit millisecond performance at any scale for the most demanding applications on the planet. In this session, learn about the architecture choices for Amazon DynamoDB. Gain a better understanding of when to use DynamoDB and why DynamoDB is used by over one million AWS customers, and powers hundreds of applications that exceed half a million requests per second. Leave with a new perspective on how to design your own applications.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Scaling MONOPOLY GO! to millions with DynamoDB & ElastiCache (DAT324)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum Cloud Computing DynamoDB

Curious how to scale a global gaming phenomenon with minimal to no resources? In this session, join Scopely to learn how they used Amazon DynamoDB and Amazon ElastiCache Serverless to power MONOPOLY GO!'s rapid growth, handling an incredible 2.1 million writes per second at peak traffic. Learn the architectural patterns and optimization strategies that enabled seamless matchmaking, friend discovery, and real-time gameplay for millions of concurrent users. Explore practical insights on managing unpredictable traffic spikes, reducing operational complexity, and achieving cost savings through serverless technologies.

Learn more: More AWS events: https://go.aws/3kss9CP

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Deep dive into Amazon Aurora DSQL and its architecture (DAT439)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum Aurora Cloud Computing SQL

Amazon Aurora DSQL is a serverless, distributed SQL database that uses decades of Amazon innovation and operational excellence. Join this session to dive into the design and key innovative technologies that make Aurora DSQL the ideal choice for new applications and applications which require the highest level of resilience. Learn how active-active architecture in Aurora DSQL delivers single- and multi-Region resiliency and virtually unlimited scale.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Keep Your Agents Out of Trouble with Amazon Bedrock AgentCore (AIM3330)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Cloud Computing

As AI agents take on complex real-world tasks, ensuring they act safely and responsibly is critical. In this session, learn how Amazon Bedrock AgentCore helps you build trustworthy agents through fine-grained policy enforcement, identity-aware authorization, and runtime isolation. See how these capabilities work together to prevent unauthorized actions, protect sensitive data, and secure agent-to-tool interactions—all with millisecond-latency policy controls and built-in observability. Walk away with practical patterns to make safety, governance, and compliance a native part of your agent architecture—so your agents consistently do the right thing, the right way.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Performance engineering on Neuron: How to optimize your LLM with NKI (AIM414)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum Cloud Computing LLM

Trying to eek out every ounce of performance of your LLM? Trying to speed up inference or understand what is going on inside a language model? In this session, you will learn how to profile a model on AWS purpose built accelerators and build a custom kernel to achieve better performance.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Architecting the future: Amazon SageMaker as a data and AI platform (ANT351)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Cloud Computing Data Lake Amazon SageMaker

Learn how organizations are modernizing their data architectures using the next generation of Amazon SageMaker to create AI-ready data platforms. This session covers how to design and build modern data architectures that enable both innovation and control, examining real-world patterns for data lake consolidation, cross-account governance, and AI integration. This session is ideal for enterprise architects and technical leaders planning large-scale architectural transformations to support their AI/ML initiatives.

Learn more: More AWS events: https://go.aws/3kss9CP

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Explore what’s new in data and AI governance with SageMaker Catalog (ANT308)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML BI Cloud Computing Amazon SageMaker

Join this session to learn about the latest capabilities in Amazon SageMaker Catalog that help organizations govern data and AI more effectively. We will walk through new features that make it easier to discover, govern, and securely share structured and unstructured data, models, business intelligence dashboards, and applications. You’ll hear how customers are using these capabilities to improve data discovery and access, streamline compliance, and support AI initiatives.

Learn more: More AWS events: https://go.aws/3kss9CP

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - What's new with Amazon SageMaker in the era of unified data and AI (ANT216)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Analytics Cloud Computing Data Lakehouse Amazon SageMaker

Learn the latest in data and AI development with the next generation of Amazon SageMaker. In this session, we'll cover new innovations that are transforming how enterprises build, deploy, and scale analytics and AI. Dive deep into the features of SageMaker Unified Studio, discover the latest catalog capabilities, and see how our lakehouse architecture is breaking down silos between data, analytics, and AI. From streamlined development experiences to enterprise-grade governance, you'll discover why Amazon SageMaker is the best place to to work with your data at AWS.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent }} - From idea to impact: Harness AI agents and tools in AWS Marketplace (AIM3318)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Cloud Computing Marketing

In this lightning talk we show practical approaches for integrating AI agents and tools into your existing workflows, helping you boost productivity and innovation. We review real-world examples from engineering, marketing, and other key business functions. You'll gain insights into how you can find and leverage ready-to-use third-party tools and agents to accelerate and streamline your AI initiatives.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Build useful, reliable agents with Amazon Nova (AIM372)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum Cloud Computing

Enterprise applications are evolving beyond simple chat assistants to intelligent agentic systems that can reason, plan, and execute complex workflows. In this session, you'll learn about the core model capabilities needed to build production-ready agents. We'll cover specialized use cases, including browser-forward agents and multi-agent systems, sharing frameworks for model selection and how to apply them to your use case. You'll hear how we've enhanced Amazon Nova models to excel at agentic tasks and see real examples of early customers building scalable, reliable agent workflows that accelerate business outcomes.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Optimizing generative AI workloads for sustainability and cost (AIM253)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Cloud Computing GenAI Amazon SageMaker

Learn how to build efficient generative AI solutions using AWS services like SageMaker and Bedrock. We'll explore practical optimization techniques including quantization and pruning, along with cost-saving infrastructure features such as spot instances and intelligent storage tiering. Discover how to leverage AWS's native capabilities to create high-performance AI solutions that are both environmentally conscious and budget-friendly.

Learn more: More AWS events: https://go.aws/3kss9CP

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Keynote Customer - Condé Nast

2025-12-04 · AWS re:Invent 2024 Watch

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by Sanjay Bhakta (Condé Nast)

Agile/Scrum Cloud Computing Databricks Snowplow

Sanjay Bhakta details Condé Nast's complete digital reinvention by migrating 800+ properties to AWS infrastructure with partners like Databricks and Snowplow, transforming from data-rich/insights-poor to cloud-native, personalized content delivery.

Learn more about AWS events: https://go.aws/events

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ABOUT AWS Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world’s most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSEvents

AWS re:Invent 2025 - Intelligent Observability & Modernization w/ Amazon OpenSearch Service (ANT315)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Analytics CloudWatch Cloud Computing S3

Discover how Amazon OpenSearch Service is evolving beyond traditional search and analytics to power next-generation observability. We'll showcase how organizations can reduce operational costs by modernizing their observability stack using OpenTelemetry, OpenSearch, S3, and CloudWatch. We'll demonstrate building sophisticated observability solutions that combine OpenSearch's real-time analytics with AI-powered insights using Amazon Q.

Learn more: More AWS events: https://go.aws/3kss9CP

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Advanced agentic RAG Systems: Deep dive with Amazon Bedrock (AIM425)

2025-12-04 · AWS re:Invent 2024 Watch

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Agile/Scrum Cloud Computing Python RAG

Learn to build a production-grade agentic RAG system using Amazon Bedrock Knowledge Bases, Strands, and AgentCore in this expert-level code talk. Through live coding and detailed walkthroughs, learn how to build an intelligent event assistant agent that integrates knowledge retrieval, long-term memory, and user authentication. This hands-on session covers the complete journey from knowledge base setup through agent creation, memory integration (short-term and long-term), runtime deployment, and identity management. Prerequisites: strong experience with Python and familiarity with RAG concepts.

Learn more: More AWS events: https://go.aws/3kss9CP

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS