More like it doesn't want to get the money to maintain those infrastructure by going into further debt.

I'm not following German politics very closely but the article mentions that this restriction is in their constitution.

There was something in that genre in my province decades ago when a government dedicated itself to 'zero deficit' by cutting on infrastructure maintenance for many years. A bridge eventually fell. Classic story. It seems like a common thing.