E-commerce and payment systems have the highest stakes. A bug in a social feed is annoying. A bug in payments costs real money.
These systems require strong consistency, careful transaction handling, and reliable failure recovery. You can't "eventually" charge someone twice or lose their order.
I'll walk through Uber/Lyft, payment processing, and e-commerce checkout. These are common hard interview questions.