Add Intelligent Issue Management with Jira MCP - AI-Powered Issue Lif… #80

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RSundaresh wants to merge 1 commit into aws-samples:main from RSundaresh:feature/intelligent-issue-management-jira-mcp

RSundaresh commented Sep 22, 2025

Key Features

Automated Issue Detection - From test failures, logs, and metrics
AI-Powered Assignment - Skill-based matching with workload balancing
Duplicate Detection - Vector similarity search using Bedrock embeddings
Project Analytics - Real-time health reports and KPIs
Natural Language Interface - Chat-based management via Amazon Q Developer

Architecture

4-stage pipeline: Chat Orchestration → Jira Integration → Assignment Intelligence → Duplicate Detection

AWS Services: API Gateway, Lambda, DynamoDB, OpenSearch Serverless, Bedrock, Secrets Manager

What's Included

✅ Complete CDK infrastructure (4 stacks)
✅ Production-ready Lambda functions
✅ TypeScript MCP server with 11 tools
✅ Automated setup scripts
✅ Sample team configurations

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.


          Add Intelligent Issue Management with Jira MCP - AI-Powered Issue Lif…

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…ecycle Management

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