Secret protection must scale with software

GitHub reports that AI agents now contribute to one-third of code pull requests, up from less than 10% a year ago, accelerating code creation and secret exposure risks. Despite increased AI use, developers are not more careless; rather, the volume of code outpaces current secret protection measures. GitHub and Microsoft Applied Sciences developed a fast, fine-tuned classifier to better detect unstructured secrets and enhance push protection.