
The long-standing conflict between rapid software development and exhaustive quality assurance has defined release cycles for decades, often forcing a compromise that left either speed or reliability wanting. For years, the quality assurance (QA) process remained a largely manual, time-intensive final gate, a necessary hurdle that slowed the path to market. Early forays into automation provided some relief but introduced










