Demand for security engineers is surging as AI generates a massive volume of new code. Tools like Anthropic's Mythos introduce fresh vulnerabilities that require human oversight. This trend forces enterprises to prioritize security audits over raw output. Practitioners must now manage the risk of automated bugs at an industrial scale.