At Level 2,147,483,647, you cannot travel any deeper. This is the farthest that you may go, or the "last level".
The reason this occurs is that 2,147,483,647 is the largest value that can be represented by a signed 32-bit integer. Because of that, the dungeon level cannot exceed it.