source code leak
Detect Threats AI vs Human Review in Software Engineering
In tests, AI static analysis identified 145 malware-suggestive patterns 20% faster than human reviewers, proving it can detect threats more quickly. The Claude Code leak highlighted why organizations must augment manual audits with automated scanners. Software Engineering Vigilance: The Anatomy of the Claude Code Leak When Anthropic’s internal repository