Project Title

strix — Open-source AI Agents for Dynamic Penetration Testing

Overview

Strix is an open-source project that utilizes AI agents to perform dynamic penetration testing on applications, emulating real hackers to find and validate vulnerabilities. It stands out for its full hacker toolkit, team-based agent collaboration, and real validation through proof-of-concepts, offering a developer-first approach to security testing.

Key Features

Full hacker toolkit out of the box
Teams of agents that collaborate and scale
Real validation with PoCs, not false positives
Developer-first CLI with actionable reports
Auto-fix & reporting to accelerate remediation

Use Cases

Detect and validate critical vulnerabilities in applications
Conduct rapid penetration tests with compliance reports
Automate bug bounty research and generate PoCs for faster reporting
Run tests in CI/CD to block vulnerabilities before reaching production

Advantages

Reduces the time for penetration testing from weeks to hours
Integrates seamlessly with GitHub Actions and CI/CD pipelines
Provides an executive dashboard for better oversight in enterprise settings
Offers custom fine-tuned models and large-scale scanning capabilities

Limitations / Considerations

Requires Docker and Python 3.12+ to run
An LLM provider key is necessary for the AI functionality
The project is relatively new, which might imply less community support and fewer contributions compared to more established projects

OWASP ZAP: A widely used web application security scanner that is also open-source, but it does not leverage AI for dynamic testing.
Metasploit Framework: A penetration testing framework that offers a large database of exploits, differing from Strix in its manual approach and lack of AI-driven automation.
Burp Suite: A comprehensive tool for web security testing, which, unlike Strix, does not focus on AI-driven dynamic testing but offers a robust manual testing environment.

Basic Information

GitHub: https://github.com/usestrix/strix
Stars: 10,546
License: Unknown
Last Commit: 2025-11-13

📊 Project Information

Project Name: strix
GitHub URL: https://github.com/usestrix/strix
Programming Language: Python
⭐ Stars: 10,546
🍴 Forks: 967
📅 Created: 2025-08-05
🔄 Last Updated: 2025-11-13

🏷️ Project Topics

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