Strix

Autonomous AI penetration-testing agents that find vulnerabilities and validate them with working exploits.

Open SourceSelf Hosted
0.0 (0)

About

Security teams point Strix at a codebase or running application and get validated vulnerabilities instead of scanner noise: autonomous agents plan an engagement, probe for the OWASP Top 10 plus business-logic flaws, then confirm each finding by building a working proof-of-concept exploit before reporting it. The agents carry real tooling, including an HTTP interception proxy, browser automation for XSS and authentication flows, shell and code execution, and multi-agent orchestration that splits large scopes across cooperating workers, with results collected in a local web dashboard. A one-line install script sets it up; runs require Docker plus an API key for a supported LLM provider such as OpenAI, Anthropic, or Google, and a GitHub Action wires scans into CI/CD. The repository passed 57k stars in 2026, making it one of the fastest-growing security projects on GitHub. Code is Apache 2.0, a commercial cloud and enterprise tier backs the project, and the usual rule applies: only test targets you are authorized to attack.

Should you use Strix?

Pick it when

Use Strix when a security or DevSecOps team wants autonomous agents to test its own web apps and code for OWASP Top 10 and logic flaws, reporting only findings backed by a working proof-of-concept exploit, including in CI.

Look elsewhere when

Skip it if the target is the model or chatbot itself rather than the application: garak and pyrit probe for jailbreaks and prompt injection. Runs need Docker and an LLM provider API key, and only test what you are authorized to.

Alternatives to Strix

  • garak

    Scans language models for prompt injection, jailbreaks, and leakage; the right tool when the LLM is the target, not your web application.

  • PyRIT

    Microsoft's red-teaming framework for multi-turn attacks on generative AI systems; deeper LLM campaigns, but no web app exploit validation.

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Details

Price
Freemium
Platform
Local/Desktop
Difficulty
Easy (2/5)
License
Apache-2.0
Added
Aug 24, 2026

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