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Watch this 54-minute conference talk from AWS re:Invent 2025 that demonstrates live-coding an intelligent agent factory capable of creating specialized business agents on-demand through natural language commands. Discover how to build a system where users can simply describe their requirements (such as "I need an HR onboarding agent and a Business Analyst Agent") and receive fully functional agents deployed securely within minutes. Explore the implementation using Amazon Bedrock and open source frameworks including MCP and Strands, while witnessing real-time debugging sessions, architectural decision-making processes, and integration challenge solutions. Learn about agent orchestration techniques, tool binding methodologies, and multi-modal capabilities through practical demonstrations. Gain insights into AgentCore deployment strategies and observe how to handle the complexities of building scalable agentic AI platforms. Acquire production-ready patterns and best practices for developing robust agent factory systems that can dynamically generate specialized AI agents based on business requirements.
