Strix is an open-source AI security tool that uses autonomous AI agents to find and fix application vulnerabilities. It integrates with CI/CD pipelines to automatically scan for vulnerabilities on every pull request.
Strix is an open-source AI security tool designed to identify and remediate application vulnerabilities. It employs autonomous AI agents that mimic real hackers, dynamically running code to find and validate vulnerabilities with proof-of-concepts. Built for developers and security teams, Strix offers fast, accurate security testing without the overhead of manual penetration testing or the false positives common with static analysis tools. Key capabilities include a full hacker toolkit, collaborative agent teams, real validation with PoCs, a developer-first CLI with actionable reports, and auto-fix and reporting features to accelerate remediation. It integrates seamlessly with GitHub Actions and CI/CD pipelines, allowing for automatic vulnerability scanning on every pull request.
Best used for
Ideal for developers and security teams who need to detect and validate critical vulnerabilities, automate penetration tests, and integrate security scanning into CI/CD pipelines. Especially valuable for blocking insecure code before it reaches production and accelerating remediation with auto-fix capabilities.
Strix can identify and validate a wide range of security vulnerabilities, including access control issues (IDOR, privilege escalation), injection attacks (SQL, NoSQL), server-side flaws (SSRF, XXE), client-side vulnerabilities (XSS), business logic errors, and infrastructure misconfigurations.
How does Strix integrate into existing development workflows?
Strix integrates seamlessly with GitHub Actions and other CI/CD pipelines. It can automatically scan for vulnerabilities on every pull request, blocking insecure code before it reaches production. The CLI also supports non-interactive mode for automated jobs.
What LLM providers does Strix support?
Strix supports various LLM providers, including OpenAI (GPT-5.4 recommended), Anthropic (Claude Sonnet 4.6 recommended), and Google (Gemini 3 Pro Preview recommended). It also supports Vertex AI, Bedrock, Azure, and local models like Ollama or LMStudio.
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