The infrastructure needed for WhatsApp AI automation scales in three recognizable stages: a single modest server handles most businesses comfortably, a queue-backed setup carries you through serious growth, and a horizontally scaled deployment serves enterprise volume. Since Meta's Cloud API supports up to 1,000 messages per second on its side, your own stack is almost always the bottleneck,...

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