Leadership
Some engineers and an LLM do not a scalable product make. You need someone who understands what engineers do to establish standards, provide help and guidance, and make sure that they are ready to handle a crisis. This points from the engineering team outwards as well: establishing priorities, making big decisions, and taking as much as possible off of the engineers' plates so that they can flow forever.