New workflow: Sales Analysis with Bedrock AgentCore Invoke Harness and Human Approval - #419
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Issue #, if available:
Description of changes:
This workflow demonstrates multi-agent AI orchestration with human-in-the-loop approval using AWS Step Functions, Amazon Bedrock AgentCore, and the invokeHarness integration.
An S3 CSV upload triggers the state machine via EventBridge. Two sequential invokeHarness calls perform data analysis (with Code Interpreter for precise calculations) and executive report generation using role-specific system prompts. The workflow then pauses for human approval via clickable email links (SNS + API Gateway + waitForTaskToken), and records the final report to DynamoDB.
Services used: Step Functions, Bedrock AgentCore, S3, EventBridge, SNS, API Gateway, Lambda, DynamoDB
Framework: SAM
Key patterns: Event-driven trigger, multi-agent orchestration, Code Interpreter tool use, human-in-the-loop with clickable approve/reject links, JSONata query language
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