The recurring challenges are managing thousands or millions of distributed devices, ensuring consistent security across heterogeneous endpoints, handling intermittent connectivity gracefully, and scaling operations without growing headcount linearly. Each requires deliberate architectural decisions, and skipping any of them creates operational debt that compounds quickly. Most IoT projects that fail in production do so because of one of these challenges rather than technical limitations.
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