A step-by-step guide to building a multi-agent dashboard automation system using Amazon Bedrock AgentCore, Strands Agents, and Amazon QuickSight. The architecture uses three specialized agents: a Find Dashboard Agent for discovery, a Modify Dashboard Agent for configuration changes, and an Orchestrator Agent that routes natural language requests to the appropriate sub-agent. Users can submit plain-English queries like 'add firstname column to the testing dashboard' and the system validates, modifies, and creates new dashboard versions autonomously while maintaining audit trails and rollback support. The walkthrough covers building each agent, deploying via direct code deployment to AgentCore Runtime, and testing through the AWS Management Console.
