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Real Time and Offline Experience Design Questions

Design approaches for interactive real time features such as live order tracking and dispatch, and for degraded or offline network conditions. Address latency management, progressive feedback, optimistic updates, eventual consistency, conflict resolution, state reconciliation, caching and retry strategies, and fallback user interfaces. Design clear feedback patterns for transient states and reconnection, reduce user confusion during delays, and define acceptance criteria for degraded modes. Explain how you prototype and validate real time behaviors and coordinate with engineering on push versus poll architectures, data flows, and performance trade offs.

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