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Design a real-time chat application (WhatsApp/Slack).
Messages: Cassandra partitioned by (channelId, bucket); clustered by timestamp Online presence: Redis SETEX presence:{userId} 30; client refreshes every 20s Message delivery: Redis Pub/Sub for real-time; WebSocket connection per user Unread count: Redis HINCRBY unread:{userId} {channelId} 1 Recent messages cache: Redis List (LPUSH; LTRIM 0 49) for fast initial load Search: Elasticsearch on message
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