AI Pipeline Assistant

🤖 Intelligent AI-powered assistant for Azure DevOps pipelines that automatically detects failures and provides AI-generated fixes using GPT-4o-mini to help resolve issues faster.

✨ Features

• Real-time Pipeline Monitoring - Automatic detection of pipeline failures
• AI-Powered Error Analysis - GPT-4o-mini analyzes build logs and error messages
• Automated Fix Generation - AI generates targeted code fixes for common issues
• Azure DevOps Integration - Seamless webhook integration and repository commits
• Comprehensive Dashboard - Track pipeline health, AI resolutions, and system status

🚀 Getting Started

1. Install the extension in your Azure DevOps organization
2. Navigate to the "AI Pipeline Assistant" tab in your project
3. View real-time pipeline failures and AI-generated fixes
4. Monitor system health and AI activity

🔧 System Components

• Webhook Receiver - Azure Function endpoint for pipeline events
• AI Error Analysis - GPT-4o-mini powered diagnosis engine
• AI Fix Generator - Autonomous code fix generation system
• Repository Connector - Azure DevOps Git integration
• Validation Pipeline - Safety checks for AI-generated changes

💡 AI Analysis Examples

The AI assistant can help with:

• Quality Gate Failures
• Compilation Errors (TypeScript, C#, etc.)
• Test Failures (Unit tests, integration tests)
• YAML Syntax Issues
• Dependency Conflicts

Powered by GPT-4o-mini and Azure AI Services