Berean Labs – Autonomous AI penetration testing for web apps

Summary: Berean Labs is a free AI-powered red-team engine that analyzes web apps' client-side attack surfaces to detect XSS, exposed secrets, and misconfigurations, providing actionable remediation steps. It verifies domain ownership, extracts and parses HTML elements, then uses a custom AI model to identify vulnerabilities and delivers concise reports with CVSS scores and code snippets.

What it does

Berean Labs verifies domain ownership via DNS TXT records, fetches and parses target HTML with SSRF protections, and uses AI to analyze the attack surface for logic flaws, DOM-based XSS, exposed API keys, and misconfigurations. It generates detailed reports with remediation guidance.

Who it's for

Developers and security teams seeking autonomous, context-aware penetration testing of client-side web app vulnerabilities without costly or complex tools.

Why it matters

It addresses the limitations of traditional SAST/DAST tools by providing focused, context-sensitive security analysis with fewer false positives and no configuration overhead.