From Gatekeeper to Architect: QE Engineering in a Post-AI World

AI-assisted development is changing software delivery faster than traditional Quality Engineering can keep up. As code output accelerates, QE teams face more to test without a corresponding increase in capacity. This whitepaper introduces the Quality Experience Layer, a new model for embedding QE expertise directly into AI-driven development and redefining the role of Quality Engineering in a post-AI world.