From design to game without coding - "...and this is the part where I'm starting to look for a new job"

I'm not gonna deny this is impressive. But keep in mind that there are probably hundreds of breakout implementations out there that were included in the training dataset. You basically just asked it to create a game that it has seen countless times.

Try asking it to create something creative and unique rather than creating a high school programming assignment and see what it does.