Carnitrix-ai: AI-Powered Code Evolution & Risk Intelligence Engine

Mohammad Rehan Qureshi — Sun, 15 Feb 2026 10:48:17 +0000

This is a submission for the GitHub Copilot CLI Challenge

What I Built

Carnitrix-ai is an AI-powered CLI tool that predicts potential code failures,
analyzes security risks, forecasts project health using Git history,
and automatically fixes issues using GitHub Copilot CLI.

It combines:

Static analysis
AI-driven refactoring
Security scanning
Evolution forecasting
Interactive demo mode

The goal is to prevent “code disasters” before they happen.

Demo

🔗 GitHub Repository

https://github.com/rehanqureshi-1786/carnitrix-ai

🎥 Demo Video

https://youtu.be/PZL0zJsRfQ8

🖥️ How to Run

git clone https://github.com/rehanquresi-1786/carnitrix-ai
cd carnitrix-ai

npm install

npm start demo

My Experience with GitHub Copilot CLI

GitHub Copilot CLI significantly accelerated the development of Carnitrix-ai.

Throughout this project, I used Copilot CLI to:

Generate and refine CLI command handlers
Improve error handling and edge case management
Refactor complex logic into cleaner, modular structures
Suggest security improvements in vulnerable demo files
Optimize file path handling and cross-directory execution

One of the most impactful uses of Copilot CLI was during the implementation of the AI-powered fix command. Copilot helped restructure complex TypeScript logic, reduce code smells, and improve readability in seconds — tasks that would otherwise take much longer manually.

Copilot CLI also helped during debugging sessions by quickly suggesting fixes for incorrect argument handling and improving output formatting for scan reports.

Overall, GitHub Copilot CLI acted as an intelligent development partner — speeding up iteration, improving code quality, and allowing me to focus more on architecture and feature design rather than boilerplate implementation.