Software delivery has entered a new era where speed, quality, and autonomy are no longer competing priorities; they are shared expectations. Continuous integration and continuous delivery (CI/CD) pipelines ship faster than ever, product ecosystems evolve daily, and testing has become both the accelerator and the bottleneck of modern development. Artificial intelligence (AI) is increasingly stepping […]