But I live in Los Angeles where the people I know will feel shame on my behalf due to the car I drive.

Maybe your people should pitch in for a new ride on your behalf then, instead of yourself.

German cars are deliberately over-engineered to increase repairing costs. They fail less often than cheaper cars, but when they do, it’s time to check your covering on your bank account, because that’s gonna cost you.