🧬 DevTrack — Neural Intelligence Core

AI-powered developer authorship detection & code integrity platform

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🚀 Overview

DevTrack is an open-source, AI-powered platform that analyzes GitHub repositories to detect AI-generated code and verify developer authorship. In an era where synthetic code is increasingly prevalent, DevTrack equips teams with the intelligence to ensure code integrity, authenticate engineering talent, and maintain trust in their codebases.

"Our mission is to help human ingenuity thrive in the age of synthetic code authorship."

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✨ Features

Feature	Description
🔍 AI Detection Pulse	Real-time analysis to identify synthetic code patterns with ultra-high accuracy
🧠 Neural Authorship	Map unique developer signatures using deep learning across billions of tokens
📈 Evolutionary Metrics	Track the growth and impact of high-dimensional codebases over time
✅ Identity Verification	Authenticate the true source of engineering talent across global repositories
🔗 Node Integration	Seamlessly connect and analyze any GitHub node or private repository
🔒 Secure Processing	Privacy-first architecture — code remains ephemeral and is never stored
🧩 VS Code Extension	Analyze repos and scan authorship without leaving your editor

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🧠 How It Works

1. Initialize Sync   →   Connect your GitHub account or search any public repo
2. Neural Scan       →   The engine deconstructs authorship patterns in seconds
3. Extract DNA       →   Receive a comprehensive report on code provenance

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🧩 VS Code Extension

DevTrack now has a VS Code Extension that brings the full power of the Neural Intelligence Core directly into your editor.

Features

Command	Description
🧬 DevTrack: Analyze Workspace	Runs a neural authorship scan on your current workspace with real-time progress
🔍 DevTrack: Open Explorer	Jump to the DevTrack explorer dashboard for any GitHub repository

Install the Extension

Option 1 — Install from VSIX (Local)

# Clone the repo
git clone https://github.com/Tushar8466/devtrack.git

# Navigate to the extension folder
cd devtrack/frontend/devtrack-vscode

# Install dependencies
npm install

# Package the extension
npx @vscode/vsce package

# Install the .vsix in VS Code:
# Extensions → ... → Install from VSIX → select devtrack-vscode-0.1.0.vsix

Option 2 — From VS Code directly

1. Open VS Code
2. Go to Extensions (Cmd+Shift+X)
3. Click the ... menu → Install from VSIX...
4. Select devtrack-vscode-0.1.0.vsix

How to Use

1. Press Cmd+Shift+P to open the Command Palette
2. Type DevTrack to see available commands
3. Select DevTrack: Analyze Workspace or DevTrack: Open Explorer

The ⚡ DevTrack: Active indicator will always be visible in your VS Code status bar.

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🏗️ Tech Stack

• Framework: Next.js (React)
• Deployment: Vercel
• Extension: VS Code Extension API (TypeScript)
• AI/ML: Neural vector analysis for code authorship detection
• Architecture: Privacy-centric, ephemeral code scanning

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📦 Getting Started

Prerequisites

• Node.js 18+
• npm or yarn
• A GitHub account (for repository analysis)

Installation

# Clone the repository
git clone https://github.com/Tushar8466/devtrack.git

# Navigate into the project
cd devtrack/frontend

# Install dependencies
npm install

# Start the development server
npm run dev

Open http://localhost:3000 in your browser.

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🗺️ Pages & Navigation

Route	Description
/	Home — Overview and feature highlights
/explore	Explore public repositories
/projects	Your tracked projects
/pulse	AI Detection Pulse dashboard
/compare	Compare repositories side by side
/ai	DevTrack AI Intelligence Core
/dna	Code DNA authorship analysis
/contribute	How to contribute to the project
/terminal	Live feed of intercepted GitHub pushes
/leaderboard	Developer integrity leaderboard

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🌍 Open Source

DevTrack is an open-source project aimed at creating a transparent, verifiable ecosystem for software authorship. Every line of code is open for review and contribution.

Contributing

Contributions are welcome! To get started:

1. Fork the repository
2. Create a new branch: git checkout -b feature/your-feature-name
3. Commit your changes: git commit -m "Add your feature"
4. Push to the branch: git push origin feature/your-feature-name
5. Open a Pull Request

See the Contribute page for more details.

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🔐 Privacy

DevTrack is built with a privacy-first architecture:

• Code is never stored on our servers
• All analysis is ephemeral and happens within secured neural buffers
• Zero-trust verification for every pull request scan

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📊 Scale

• Synchronized across 40+ global repository clusters
• Real-time interception of development pulses
• 99.4% accuracy in distinguishing human vs. AI-generated code

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📄 License

This project is open source. See the LICENSE file for details.

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🙌 Acknowledgements

Built and maintained by Tushar Singla and the DevTrack open-source community.

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Integrated Intelligence Systems © 2026

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