I lived in LA for over a decade with a car and got zero parking tickets. I wouldn't call it inevitable.
I have a friend that often parks in 30 minutes zone, for her hour-long yoga, sometimes she gets a ticket, but that's a gamble she is willing to make. You don't magically get tickets in big city, you get tickets because you ignored the rules willingly. Couldn't find parking because you were in a rush? Who decided to not account for "time to find parking time"?
Glad it works for you but it’s not unreasonable to consider it a partial cost of living in a city. It’s easy to pick out the folks that have not owned cars in dense cities.