AI-Powered Enterprise Root Cause Analysis & Azure DevOps Bug Automation Platform

May 26, 2026

An enterprise-grade AI-powered Exception Analysis and Intelligent Bug Automation Platform built using Python, Google Gemini AI, Azure DevOps REST APIs, and MySQL. The platform automatically analyzes production exceptions from Java/Spring Boot/Kafka/SAP/Oracle integration systems, identifies probable root causes using LLM intelligence, extracts source code snippets from Azure DevOps repositories, generates executive-level HTML reports, and auto-creates Azure DevOps Bugs with AI recommendations.

System Architecture

AI Analysis Features

Root Cause Analysis
Technical Explanation
Impact Assessment
Patch Recommendation
Preventive Recommendation
Severity Classification
Confidence Score Generation

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