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Data Synchronization and Integration Consistency Questions

Keeping data consistent across integrated systems: batch vs. real-time sync, change data capture, conflict resolution, reconciliation, and eventual consistency across service boundaries. Covers diagnosing and preventing drift, ordering and deduplication in sync pipelines, and the trade-offs between tight and loose coupling for shared data.

HardSystem Design
77 practiced

Design an efficient serialization and streaming format plus client API for sending particle effect definitions and incremental updates over constrained networks such as mobile cellular. Address compression, delta updates for live tweaks, versioning, streaming priorities, and how clients should apply updates mid-effect to avoid visual popping.

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