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Devvekariya711 edited this page Nov 26, 2025 · 1 revision

🤖 Automated DevOps Agent - Documentation

Welcome to the comprehensive documentation for the Automated DevOps Agent!

📚 Quick Links

Installation Guide - Detailed setup instructions
FAQ - Frequently asked questions
Troubleshooting - Common issues and solutions

🚀 What is This?

The Automated DevOps Agent is a multi-agent AI system that automates code review using:

4 Specialist Agents: Security, Quality, Testing, Debugging
15+ Custom Tools: File ops, analysis, memory, search
Parallel Execution: Reviews happen in 30 seconds
Persistent Memory: Learns from every review

F1 Score: 0.74 (beats manual review at 0.70)

🎯 Key Features

Feature	Description	Benefit
Multi-Agent	4 agents run in parallel	240x faster
Custom Tools	15+ specialized functions	Comprehensive
Loop Agent	Retry logic (5 attempts)	Auto-fixes bugs
Memory Bank	Persistent learning	Improves over time
Cost Tracking	Token monitoring	Transparent

📖 Getting Started

Read: Installation Guide
Run: adk web → Open localhost:8000
Test: "Review automated_devops_agent/tools.py"

🔗 External Resources

GitHub: automated_devops_agent
README: Quick overview and metrics
VISION.md: Project roadmap
CONTRIBUTING.md: How to contribute

🙏 Support

Issues: GitHub Issues
Email: devvekariya711@gmail.com