Show HN: AI-native red-team for penetration testing and vulnerability research

The cybersecurity landscape increasingly requires automated, intelligent solutions for proactive threat detection. This AI-native red-team workbench addresses the escalating complexity of penetration testing and vulnerability research. By employing specialist agents and sandboxed tooling, it promises more comprehensive and efficient security assessments than traditional methods. The inclusion of evidence records and replayable timelines is critical for auditability, compliance, and post-incident analysis, which are non-negotiable for enterprise adoption. This product signifies a strategic shift towards AI-driven offensive security, offering organizations a scalable method to identify and remediate vulnerabilities before exploitation, thereby enhancing overall security posture and reducing operational overhead.