Why it matters
Writing code is no longer the bottleneck. With AI generating specifications, tests, and entire implementations on demand, the expensive part of the software development lifecycle has shifted upstream to the people work. Getting the right stakeholders into the room, eliciting the real requirements, and figuring out what
My takeaway: You Can't Prompt the Room: The Last Skill AI Won't Replace - Balázs Horváth, VisualLabs is an AI-engineering signal. The practical read is to connect the implementation pattern to reliability, data boundaries, observability, and the controls needed when AI leaves prototypes.