The Role of UX in Agentic Software Factories (www.nngroup.com)

In August 2026, Anthropic unveiled its vision of an AI-native software development lifecycle (SDLC), following similar initiatives by Google and OpenAI. This new model emphasizes AI's role in the Build stage, streamlining the software development process. However, it significantly downplays the importance of user experience (UX), relegating it to a contextual background while assuming that AI-generated outputs will meet user needs. This shift raises concerns that organizations may overlook critical user insights, diminishing the collaborative role of UX professionals in guiding product development and evaluations. The implications of this AI-native SDLC are profound for the AI/ML community. By prioritizing AI's efficiency in producing code, the current framework risks reducing input from UX professionals, who play crucial roles in understanding user needs and creating desirable products. The article stresses that while incorporating UX as a context provider is vital, it is not sufficient, as meaningful user research and collaborative design processes remain essential for developing effective software. To address these challenges, the article encourages UX practitioners to engage proactively in shaping AI-native processes, ensuring that user needs are prioritized alongside technological advancements.