Over 10,000 software vulnerabilities surfaced in one month via Claude Mythos. The tool identified critical flaws within open-source codebases. Anthropic demonstrated that AI-driven auditing scales faster than manual review. Security practitioners must now integrate these automated scanners to patch legacy code before attackers exploit these specific discovered weaknesses.