Systems | Development | Analytics | API | Testing

At 2:30 AM, Dr. Sarah Chen’s phone rang with the call every healthcare worker dreads: a data breach at her small dermatology clinic. Over 1,200 patient records were exposed. The worst part? The breach could have been prevented using simple HIPAA safeguards. These stories occur hundreds of times each year in various healthcare organizations. And in 2025, the stakes are even higher.

My team ran 800 test cases. All passed. The AI still went off script. John Doe the Software Tester If that sounds familiar or terrifying this blog series is for you. Something big is happening in software quality. And most test teams aren’t ready.