Why IoT systems fail at scale – and why Edge vs Cloud is the wrong debate

For many years, embedded system design followed a relatively stable pattern. Engineers selected hardware, chose an operating system, and built application logic on top. Systems were typically self-contained, and architectural decisions could be made within clearly defined boundaries. As connectivity became standard and IoT adoption increased, that model began to break down. The industry shifted…