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AI-generated code may be abundant, but maintaining effective governance in its development is crucial to prevent structural failures and ensure long-term maintainability.
Current automated test generation tools are surprisingly bad at creating tests that validate pull requests, with even the best tool succeeding less than 40% of the time.
Backreferences in regular expressions can induce quadratic or worse runtime vulnerabilities, even when existing detectors fail to flag them, enabling denial-of-service attacks and alert bypasses.
