Open Source AI Security & Testing Framework

Get Secure, Working Code From AI,
Before You Even Touch

AI coding agents now automatically create, run, and test, identifying vulnerabilities and catching bugs early to build truly robust and secure applications.

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Your Security Agent for AI Coding Agents

AI compounds speed, speed compounds risk.

"AI: I forgot to not push your api keys to github — No worries! It's open source after all 🚀"

Security is the bottleneck

Security can't keep up with the speed at which AI iterates.

Regression Risks

New AI-generated features can unknowingly break your security or features.

Unpredictable Bugs

Debugging AI-generated code can be frustrating and unpredictable.

SAAS UNDER ATTACK :(

Rapidly built "vibe-coded" SaaS applications are prime targets.

Lack of confidence in deploying AI-assisted projects

The Security-First Solution

Automated Security & Testing, Built for AI Coding
Introducing GroundNg

An open-source AI security and e2e tester, functioning as an MCP server, designed for seamless integration with LLM-based coding tools like Cursor and Copilot, enabling secure-by-design development.

How It Works

Seamless Integration

GroundNg connects directly to your AI coding environment through the Model Context Protocol (MCP).

AI-Powered Test Creation

Automatically generate security checks (SAST/DAST) and functional test cases.

Automated Testing

Tests run automatically within the AI coding loop, providing immediate feedback on vulnerabilities, code quality, and functionality.

Regression Prevention

Automatically ensures new code doesn't introduce vulnerabilities or break existing features.

See GroundNg In Action

Watch this short video to see how GroundNg integrates with an AI coding environment to automate testing and validation.

Click to watch demo

AI Security IntegrationVulnerability DetectionAutomated Test CreationSecure Code GenerationError Reports

AI-Driven Security Analysis

Watch the AI identify potential vulnerabilities and generate security tests based on your code and requirements

Immediate Vulnerability & Error Feedback

See how security flaws and bugs are reported and can be fixed by the AI agent in real-time

Automated Threat & Test Scenario Discovery

Explore how the tool analyzes websites to suggest security checks and test scenarios

Key Features

Key Features Designed for reliable AI-Driven Development

GroundNg is built for seamless integration, ease of use, and powerful automation, embedding security directly into your AI coding workflow.

AI-Driven Security & Functional Test Creation

Slash time on manual security reviews and test writing. Let your AI coder generate security checks (OWASP Top 10, common exploits, SAST/DAST) and functional test cases from prompts or site exploration.

Seamless MCP Integration

Works natively with compliant AI coding tools for a smooth workflow. Future-proof your testing setup.

In-IDE Testing & Feedback

Run tests and see detailed error reports without leaving your coding environment. Streamline debugging.

Automated Regression

Store and rerun previous tests effortlessly to ensure new features don't break existing functionality.

Website Exploration

Quickly analyze web pages to automatically suggest potential test scenarios, improving test coverage.

Open Source & Community-Driven

Transparent, flexible, and customizable. You have complete control to adapt the tool to your specific security needs.

AI arms anyone with drive and patience to test your defences

You should be ready to face 1000s of different types of attacks against your business. You can't afford to have basic glaring problems in your code.

Automatically catch bugs and vulnerabilities

List of vulnerabilities is constantly updated

Build secure applications with confidence and deploy faster

AI + Security + Testing = Reliability

Seamless integration with your development workflow

AI Security, Reimagined

VibeShift automatically detects and fixes security vulnerabilities in AI-generated code before they reach your systems.

const secure = (code) => { validateInput(code); return sanitize(code); } // j1hgcjtw

const secure = (code) => { validateInput(code); return sanitize(code); } // byofklfb

const secure = (code) => { validateInput(code); return sanitize(code); } // bmwkfbd8

const secure = (code) => { validateInput(code); return sanitize(code); } // 1kwv015a

const secure = (code) => { validateInput(code); return sanitize(code); } // 185ztmit

const secure = (code) => { validateInput(code); return sanitize(code); } // o6zup2ry

const secure = (code) => { validateInput(code); return sanitize(code); } // mk4lii2f

const secure = (code) => { validateInput(code); return sanitize(code); } // bp9unu4l

const secure = (code) => { validateInput(code); return sanitize(code); } // 6prikdph

const secure = (code) => { validateInput(code); return sanitize(code); } // nilcnsit

const secure = (code) => { validateInput(code); return sanitize(code); } // 7b7l36xw

const secure = (code) => { validateInput(code); return sanitize(code); } // xfxkpteq

const secure = (code) => { validateInput(code); return sanitize(code); } // pd8jsdiu

const secure = (code) => { validateInput(code); return sanitize(code); } // 38quwuoh

const secure = (code) => { validateInput(code); return sanitize(code); } // vcor4s5p

const secure = (code) => { validateInput(code); return sanitize(code); } // 0k55svca

const secure = (code) => { validateInput(code); return sanitize(code); } // xoonnlge

const secure = (code) => { validateInput(code); return sanitize(code); } // yewfct1t

const secure = (code) => { validateInput(code); return sanitize(code); } // 33pzbevt

const secure = (code) => { validateInput(code); return sanitize(code); } // l6joiyrc

const secure = (code) => { validateInput(code); return sanitize(code); } // 6udph98o

const secure = (code) => { validateInput(code); return sanitize(code); } // n0zj5p8w

const secure = (code) => { validateInput(code); return sanitize(code); } // q407gsm6

const secure = (code) => { validateInput(code); return sanitize(code); } // nbb2l7v6

const secure = (code) => { validateInput(code); return sanitize(code); } // nv9ok5n9

const secure = (code) => { validateInput(code); return sanitize(code); } // 6cjmp3jn

const secure = (code) => { validateInput(code); return sanitize(code); } // fuea5m0p

const secure = (code) => { validateInput(code); return sanitize(code); } // j51y6d81

const secure = (code) => { validateInput(code); return sanitize(code); } // ra5palxh

const secure = (code) => { validateInput(code); return sanitize(code); } // gul7ptbf

const secure = (code) => { validateInput(code); return sanitize(code); } // w3mfo5lk

const secure = (code) => { validateInput(code); return sanitize(code); } // 2zlml6lt

const secure = (code) => { validateInput(code); return sanitize(code); } // 75lxwozc

const secure = (code) => { validateInput(code); return sanitize(code); } // 4dwsd89u

const secure = (code) => { validateInput(code); return sanitize(code); } // 51s11txk

const secure = (code) => { validateInput(code); return sanitize(code); } // d9pbqzol

const secure = (code) => { validateInput(code); return sanitize(code); } // xnubar1o

const secure = (code) => { validateInput(code); return sanitize(code); } // 7upm5i44

const secure = (code) => { validateInput(code); return sanitize(code); } // s2zc05yg

const secure = (code) => { validateInput(code); return sanitize(code); } // zxfxvgis

const secure = (code) => { validateInput(code); return sanitize(code); } // l9ut7kp4

const secure = (code) => { validateInput(code); return sanitize(code); } // a5g3t5m4

const secure = (code) => { validateInput(code); return sanitize(code); } // 6dtxxv4y

const secure = (code) => { validateInput(code); return sanitize(code); } // 44u01q0y

const secure = (code) => { validateInput(code); return sanitize(code); } // irw9bgie

const secure = (code) => { validateInput(code); return sanitize(code); } // voh1k2ev

const secure = (code) => { validateInput(code); return sanitize(code); } // yiwip7xs

const secure = (code) => { validateInput(code); return sanitize(code); } // uz7y3u2l

const secure = (code) => { validateInput(code); return sanitize(code); } // lx1z4fh0

const secure = (code) => { validateInput(code); return sanitize(code); } // ra7t8lj9

AI Assistant

Generating code as requested...

1/5

How It Works

AI Generates Code

AI coding assistants can create functional code quickly but may introduce security vulnerabilities.

Vulnerabilities Found

SQL injection, XSS attacks, and other security issues can be accidentally introduced by AI.

VibeShift Analysis

VibeShift intercepts AI-generated code and scans it to identify potential security flaws before delivery.

AI Code Correction

VibeShift instructs the AI to fix security issues using best practices and secure coding patterns.

Secure AI Delivery

The corrected AI code is now secure and safe to be delivered to your team.

Learn How VibeShift Works

Start Securing Your AI-Generated Code Now

Your vibe coded apps will have security issues.

Want the free version?

Our Mission

We believe in the transformative potential of AI-assisted coding, but recognize that without proper testing, it's difficult to fully trust and rely on AI-generated code.

Open Source First

We're committed to building in the open, fostering a community of contributors who share our vision of reliable AI-driven development.

AI Augmentation

We aim to enhance AI coding capabilities with robust testing, enabling developers to create software with greater confidence and reliability.

Developer Experience

We're focused on creating tools that integrate seamlessly into existing workflows, making testing a natural part of the AI coding process.

Envisioning a secure-by-design coding agent

Get Secure, Working Code From AI, Before You Even Touch

AI compounds speed, speed compounds risk.

Security is the bottleneck

Regression Risks

Unpredictable Bugs

SAAS UNDER ATTACK :(

Automated Security & Testing, Built for AI Coding Introducing GroundNg

How It Works

Seamless Integration

AI-Powered Test Creation

Automated Testing

Regression Prevention

See GroundNg In Action

AI-Driven Security Analysis

Immediate Vulnerability & Error Feedback

Automated Threat & Test Scenario Discovery

Key Features Designed for reliable AI-Driven Development

AI-Driven Security & Functional Test Creation

Seamless MCP Integration

In-IDE Testing & Feedback

Automated Regression

Website Exploration

Open Source & Community-Driven

AI arms anyone with drive and patience to test your defences

AI Security, Reimagined

AI Assistant

How It Works

AI Generates Code

Vulnerabilities Found

VibeShift Analysis

AI Code Correction

Secure AI Delivery

Start Securing Your AI-Generated Code Now

Our Mission

Open Source First

AI Augmentation

Developer Experience

Get Secure, Working Code From AI,
Before You Even Touch

Automated Security & Testing, Built for AI Coding
Introducing GroundNg