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DevX360: AI-Powered DevOps Analytics Platform

Project Overview

DevX360 turns DORA metrics (Deployment Frequency, Lead Time for Changes, Mean Time to Recovery, Change Failure Rate) into actionable intelligence for engineering teams. It combines data ingestion from GitHub, cloud LLMs for analysis, and interactive dashboards for visualization.

Primary goals

• Automate metric collection and reporting
• Provide AI-driven insights and suggestions
• Help teams improve delivery performance and reliability

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Quick links

• Getting Started (how to run)
• Documentation Index (Latest & Sprints)
• Project Board

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Tech Stack

• Frontend: React + TailwindCSS
• Backend: Node.js / Express
• Database: MongoDB
• AI/LLMs: OpenAI
• Visualization: Recharts, D3.js

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Key Features

• Automated DORA metric collection from GitHub repos
• AI-driven insights and recommendations for engineering teams

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Team DOSKS

We are final-year Computer Science students at the University of Pretoria working on this capstone project.

• Sipho Sehlapelo — Project Manager, UI Engineer
• Sibusiso Mngomezulu — Backend / Data Engineer
• Kelsey Hamann — Backend / Integration Engineer / Architect / Data Engineer
• David Musa-Alsien — Documentation Specialist, Testing Engineer
• Lwando Msindo — Frontend / UI Engineer

Contact: doskscapstone17@gmail.com

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