Rethinking AI in the Future of Quality and Testing

Software testing is undergoing a major transformation with the rise of generative AI. While many are excited about AI’s ability to generate tests, this alone isn’t enough.

Current approaches often assume that all types of testing — integration, end-to-end, unit — can be fully autogenerated because models can write code. But this falls short of supporting the next generation of resilient, complex software.

True progress requires systems that not only generate but also maintain and evolve tests over time, incorporating strategic human…