Producers will keep making products until they suddenly can't sell them for more than the cost of inputs anymore, by which time they'll already have amassed a pile of unsold inventory. They'll increase production capacity until they can't run their production line profitably anymore, by which time they'll already have amassed a pile of superfluous machinery. And so on recursively along the supply chain.
So the creation of robots that can do any task a human can do will most likely cause a boom in robot deployment that suddenly ends with an oversupply of robots. This oversupply won't necessarily be enough to achieve abundance on its own, but fortunately widespread unemployment will make human-provided goods and services very cheap, too.