Your AI-Native Security Engineer for Modern Development.

Detect vulnerabilities, exposed secrets, insecure AI-generated code, and risky pull requests—directly inside your IDE.

🚀 Overview

Furgle AI is an AI-powered security copilot built for developers using modern IDEs like Visual Studio Code, Cursor, and other AI-assisted editors.

Instead of waiting until deployment or CI to discover security issues, Furgle AI continuously monitors your code while you work—identifying vulnerabilities, exposed secrets, insecure AI-generated code, and risky changes before they reach production.

Think of it as having a Senior Application Security Engineer working beside you every time you write code.

✨ Features

🔍 Real-Time Security Analysis

Continuously analyzes the file you're actively editing and provides instant security feedback without interrupting your workflow.

🛡️ Vulnerability Detection

Detects common security flaws including:

SQL Injection
Cross-Site Scripting (XSS)
Command Injection
Path Traversal
SSRF
Insecure Authentication
Broken Authorization
Hardcoded Credentials
OWASP Top 10 vulnerabilities
Unsafe coding patterns

🔐 Secret Detection

Prevents accidental credential leaks by identifying:

API Keys
JWT Secrets
AWS Credentials
GitHub Tokens
Database Passwords
SSH Keys
Private Keys
Environment Secrets

before they are committed.

🤖 AI-Powered Security Fixes

Furgle AI doesn't just find problems.

It explains:

Why the issue exists
How attackers exploit it
The potential impact
A secure fix

and generates improved code you can immediately apply.

🧠 AI-Generated Code Detection

Modern AI coding assistants generate code quickly—but not always securely.

Furgle AI detects AI-generated code and performs additional security validation to ensure it meets secure coding standards.

📂 Repository Memory

Unlike traditional linters, Furgle AI understands your entire project.

It builds context across:

files
modules
dependencies
imports
project architecture

allowing it to detect vulnerabilities spanning multiple files.

📊 Live Security Score

Every project receives a continuously updated security score based on:

vulnerabilities
exposed secrets
dependency risks
code quality
security best practices

🌳 Git & Staged Changes Monitoring

Before you commit:

scans staged files
identifies newly introduced vulnerabilities
highlights risky modifications
prevents insecure commits

🔀 Pull Request Security Review

Review pull requests before they are merged.

Automatically analyzes:

changed files
new vulnerabilities
secret exposure
dependency changes
security regressions

⚡ Autonomous Remediation

Automatically suggests secure replacements for vulnerable code and streamlines remediation without slowing development.

💬 Security Explanations

Every finding includes:

severity
explanation
attack scenario
remediation guidance
secure implementation examples

No more cryptic static-analysis warnings.

🌐 Hybrid AI Security Engine

Furgle AI combines:

Local Static Analysis
Repository Intelligence
AI Reasoning
Context Awareness

to provide faster and more accurate results than traditional security scanners.

🖥️ Supported Languages

JavaScript
TypeScript
Python
PHP

with more coming soon.

🚀 Quick Start

Install Furgle AI from the VS Code Marketplace.
Open your project.
Sign in to your Furgle AI account.
Start coding.
Furgle AI automatically begins monitoring your project.

⚙️ Commands

Command	Description
Furgle AI: Scan Current File	Scan the active file
Furgle AI: Scan Workspace	Analyze the entire repository
Furgle AI: Review Pull Request	Review current PR
Furgle AI: Detect Secrets	Search for exposed credentials
Furgle AI: Apply AI Fix	Generate a secure fix
Furgle AI: Open Dashboard	Open the Furgle dashboard

🎯 Why Furgle AI?

Traditional tools wait until you've finished coding.

Furgle AI protects you while you're coding.

Traditional Scanners	Furgle AI
Scan after coding	✅ Real-time analysis
Limited project context	✅ Repository-aware
Generic warnings	✅ AI explanations
No secure fixes	✅ AI remediation
Manual reviews	✅ Automated PR reviews
Secret scanning only in CI	✅ Instant secret detection

📦 Supported IDEs

✅ Visual Studio Code
✅ Cursor
🚧 Windsurf
🚧 Trae
🚧 More AI IDEs coming soon

🌐 Dashboard

Manage your projects from the Furgle AI dashboard.

Features include:

Project Overview
Repository Monitoring
Security Reports
AI Insights
Team Management
Activity Timeline
Scan History

Visit:

https://furgleai.com

🔒 Privacy

Your code belongs to you.

Furgle AI is designed with privacy in mind.

Local-first analysis where possible
Secure encrypted communication
No unnecessary code retention
Enterprise-ready architecture

📈 Roadmap

✅ VS Code Extension
✅ AI Security Engine
✅ Secret Detection
✅ Pull Request Review
🚧 GitHub App
🚧 CI/CD Security
🚧 Enterprise Policies
🚧 Team Collaboration
🚧 IDE Marketplace Expansion

🤝 Contributing

We welcome contributions from the community.

Please open an issue or submit a pull request on GitHub.

📄 License

Build Faster. Ship Securely.

Made with ❤️ by the Furgle AI Team.

Furgle Ai .