Real software isn't separate front-end, back-end and infrastructure components. They must work together seamlessly.

Anthropic's Mythos Preview was highly effective at finding vulnerability candidates, especially when analyzing source code.

Abstract: Software testing is crucial in ensuring the reliability and correctness of software applications. However, generating comprehensive test cases manually can be time-consuming and error-prone.