Workshops

This workshop deploys multiple specialized agents, developed by Strands Agent SDK, deployed to Bedrock AgentCore, to transform trading ideas into backtested strategies from days to minutes: 1, Strategy Generator Agent - on Agentcore Runtime 2, Market Data Tool - Fetches market data on Agentcore Gateway 3, Backtest Tool - Backtests in Code Interpreter 4, Results Summary Agent - on Agentcore Runtime 5, Quant Agent to orchestrate the tools and agents above using Strands Agent SDK

Build the offline optimization layer for payment fraud detection. Ingest 24M transactions into Apache Iceberg, construct a Neptune knowledge graph revealing fraud rings, and train a unified XGBoost ensemble combining transaction foundation model embeddings, GNN graph embeddings, and traditional features. Deploy AI agents on Amazon Bedrock AgentCore that autonomously investigate patterns, score customers with explainable predictions, and generate detection rules — compressing weeks into minutes.

The workshop covers the primary features of AWS Step Functions. It contains all the latest changes including JSONata.

The Amazon DynamoDB workshop provides hands-on training for developers. It covers basic table operations and advanced NoSQL data modeling like single-table design. You will learn to manage relationships using primary keys and secondary indexes. The workshop shows how to build multi-region apps with Global Tables and use event-driven patterns with DynamoDB Streams and Lambda. It includes labs for high-scale gaming data and focuses on performance and cost optimization.

Learn to track and optimize generative AI spend on Amazon Bedrock using multiple cost attribution methods: IAM principal attribution, inference profiles, projects, per-request metadata tagging, and IAM identity log attribution. Apply these across multi-tenant apps, Claude Code, and AgentCore agents. Explore LiteLLM for multi-provider tracking. Build dashboards with Cost Explorer, CUR 2.0, and CUDOS.

In this workshop, gain hands-on experience modernizing a .NET Framework application to cross-platform .NET. Use AWS Transform for .NET a modernization service powered by agentic AI that significantly reduces the time to migrate applications from Windows Server to Linux. Then leverage an AI-powered IDE, to identify and fix any residual gaps, giving you full confidence in your modernized application. Together, these tools create a powerful end-to-end modernization accelerators.

Welcome, brave adventurer, to the ultimate Strands framework quest! This comprehensive workshop will transform you from a coding apprentice into a master of AI agent orchestration. Through five epic chapters, you'll learn to create, equip, and command digital companions that can think, act, and collaborate like a legendary adventuring party.

A new version of this workshop has been published on Aug 6. Basic knowledge of AgentCore fundamentals is a prerequisite. Please complete the pre-work of pre-testing the workshop and identifying the right subset of samples for your audience. Use the materials in the workshop studio - videos, blogs and reading material to prepare before delivering or attending the workshop. Claude Code is configured with AWS documentation MCP servers as your learning partner.

Kiro Crew is an open-source AI agent workspace that runs on your own hardware and keeps working between conversations. In this hands-on workshop you'll learn its workflow engine, define and teach your own agents, and compose a team of specialized agents. You'll give them persistent knowledge and memory, then schedule jobs that run overnight and brief you before your day starts. You leave with a working Kiro Crew setup you'll actually use for daily development.

A deeper dive into the Amazon RDS for Db2 service, exploring its key features, high availability, disaster recovery, automated backups, security, and monitoring capabilities. This session also covers a practical, step-by-step migration approach for Db2 workloads to AWS.