Efficient messaging patterns are crucial for handling live price updates in trading applications. Using at most once delivery ensures clients receive the latest prices, while NATS streaming allows for historical data retrieval. Proper error handling is essential; applications must manage scenarios where responses are missing, similar to online banking experiences.