Gecko Security's AI-Powered Vulnerability Scanner identifies complex security flaws in codebases by combining offensive security techniques with artificial intelligence. The tool specializes in detecting multi-step vulnerabilities like broken authentication chains, hidden business logic errors, and exploitable misconfigurations that traditional SAST tools often overlook through automated threat modeling of application architectures. Key technical capabilities include generating proof-of-concept exploits for every finding using AI validation, mapping cross-service dependencies across repositories, prioritizing risks based on real-world exploit potential, integrating directly into CI/CD pipelines via GitHub bot, and reconstructing attacker workflows through call stack analysis while maintaining low false positives via machine learning verification.
