Everyone is afraid about what will happen when people's skills atrophy, but the tools aren't going anywhere.
If they truly can always recognize problems and communicate them in understandable ways, then people's skills won't atrophy.
Everyone's skills will be enhanced.
New developers will learn all of the things they need to learn through using the tool.
The tools can definitely go away. They could get exponentially more expensive to where it is no longer financially possible to keep it subsidized. The bubble could pop and most of the companies could go bankrupt. It's not exactly like a calculator because it requires such an astronomical amount of resources to keep running.