When Testing Becomes Commodity: The Evolution of QA Beyond Automation

AI's automation of routine testing has commoditized testing itself, forcing QA professionals to evolve or become obsolete. The future of QA lies not in execution but in systemic understanding—identifying architectural risks, anticipating distributed failures, and making strategic decisions about what matters. This shift reveals that AI isn't replacing QA experts; it's eliminating the shallow, surface-level testing model that dominated the industry.