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The video tutorial discusses designing a notification service for web services. The problem statement involves sending messages in reaction to events, such as notifying a card holder of a credit card transaction or an on-call engineer of faults. The system involves a Publisher component producing messages for delivery to Subscribers. Synchronous communication between Publisher and Subscribers is challenging for scaling and extending the system.