Introduction: The AI Code Audit LandscapeIn the current cybersecurity ecosystem, virtually every security company and independent researcher has embraced artificial intelligence as a critical assistant for code auditing and vulnerability discovery. This transformation represents a fundamental shift in how security professionals approach their work—codifying audit methodologies into structured skills that guide large language models through systematic security analysis.However, practitioners in this space have encountered a significant and pe...