North Korea has claimed publicly that they have enough artillery pieces pointed at the South to turn Seoul into rubble.

While it’s true that South Korea would have no initial defense to an attack it is entirely implausible that the city would be pounded into gravel before South Korea retaliated and took out the guns. It is also estimated that due to improper care, 1/4 of the shells fired at Seoul would not detonate upon impact.