Introducing FurgleAI v1.0 — AI security for modern codebases·Read the announcement

FurgleAI Extension

Security that lives where developers build.

The FurgleAI Extension is an AI-native security layer built directly into your IDE. It continuously analyzes AI-generated and human-written code, understands repository context, and generates secure remediations without interrupting your workflow.

Whether you're writing new features, reviewing pull requests, or generating code with AI, FurgleAI acts as a security engineer inside your editor—protecting every change before it reaches production.

FurgleAI Extension — VS Code marketplace showing commands

Security that moves with your code.

Real-Time Code Analysis

Analyze code continuously as it's written. Detect vulnerabilities instantly across active files, imported modules, and repository context before they become production risks.

AI-Powered Remediation

Generate secure, repository-aware patches that preserve existing architecture while eliminating vulnerabilities with a single click.

auth.controller.ts
⚠ Vulnerability Detected
const login = async (req, res) => {
  const { email, password } = req.body;
  const user = await db.query(
    `SELECT * FROM users 
     WHERE email = '${email}' 
     AND password = '${password}'`
  );
  if (user) {
    const token = jwt.sign(
      { id: user.id }, 
      "hardcoded-secret-key"
    );
    res.json({ token });
  }
};
SQL InjectionHardcoded SecretPlain-text Password
✓ Secure Remediation
const login = async (req, res) => {
  const { email, password } = req.body;
  const user = await db.query(
    "SELECT * FROM users WHERE email = $1",
    [email]
  );
  if (!user) return res.status(401).end();
  const valid = await bcrypt.compare(
    password, user.passwordHash
  );
  if (!valid) return res.status(401).end();
  const token = jwt.sign(
    { id: user.id },
    process.env.JWT_SECRET
  );
  res.json({ token });
};
Repository-Aware Fix Applied

Real-Time Detection

Find vulnerabilities while typing—not after deployment.

Plain-Language Explanations

Understand every security issue with clear, developer-friendly explanations instead of cryptic vulnerability IDs.

Security Scoring

Track security health for individual files, pull requests, and entire repositories.

Continuous Background Analysis

Every repository stays protected as code evolves, without requiring manual scans.

One extension.
Complete repository intelligence.

The FurgleAI Extension continuously builds an understanding of your application by analyzing repository architecture, authentication flows, validation patterns, service boundaries, dependencies, and engineering standards. Instead of scanning isolated files, it understands how your software works as a system.

Repository Memory

Repository Memory

Learn project architecture and continuously improve analysis accuracy.

AI-Generated Code Detection

AI-Generated Code Detection

Identify high-risk AI-generated implementations before they become production vulnerabilities.

Secrets Detection

Secrets Detection

Detect exposed API keys, credentials, and sensitive configuration instantly.

Built for developer workflows.

The extension integrates directly into the tools developers already use, providing security feedback exactly where decisions are made.

IDEWrite code
Repository MemoryUnderstand context
AI Security EngineDetect risks
AI RemediationGenerate fixes
GitStage & commit
Pull RequestReview & merge
ProductionShip securely

IDE Support

Built for VS Code with seamless compatibility across Cursor, Windsurf, and other VS Code–compatible editors.

Git Integration

Analyze staged changes, commits, and pull requests before vulnerabilities leave the developer machine.

Environment Awareness

Automatically adjust security behavior based on development, staging, or production environments.

Security that understands context.

Traditional security tools analyze files. FurgleAI analyzes systems. Every recommendation considers repository architecture, framework conventions, authentication flows, dependency relationships, validation strategies, and existing security standards.

This dramatically reduces false positives while generating remediations that fit naturally into your codebase.

FurgleAI Repository Memory visualization

Built for modern engineering.

AI Security

Continuously review AI-generated and human-written code as development happens.

Git Intelligence

Review commits, pull requests, and repository changes before vulnerabilities reach production.

Autonomous Remediation

Generate repository-aware fixes that developers can review and apply instantly.

FurgleAI live scanning interface

Real-Time

Continuous analysis while coding.

Repository-Aware

Security backed by architectural understanding.

One Click

Apply secure remediations without leaving your editor.

Always Running

Background analysis that evolves alongside your repository.

"FurgleAI feels less like a security scanner and more like having a senior security engineer reviewing every line of code I write."

Senior Software Engineer

Series B Startup

"Repository Memory completely changed the quality of AI-generated fixes. They finally match how our codebase is actually built."

Staff Engineer

Enterprise SaaS

Security shouldn't be another tool developers open.

It should be part of how they build software.

The FurgleAI Extension embeds continuous security directly into the development workflow, helping teams identify risks, understand vulnerabilities, and generate secure remediations without breaking focus.

Get Started

Secure what AI builds.

See how FurgleAI helps engineering teams detect vulnerabilities, understand risk, and remediate security issues before production.

FurgleAI Platform

Software moves at AI speed. Trust, security, and reliability should too.

AI-native security for modern software development. Get started

© 2026 FurgleAI