IoT application development gets tested the moment devices misbehave. And they always do. Signals drop. Data spikes. Networks wobble. I’ve seen teams blame hardware when the real issue lived inside the application. Short updates need discipline. Long streams need context. With Xcelore guiding the application layer, systems expect chaos and stay stable anyway. Retries happen quietly. V... https://medium.com/p/8f03c4e23009/edit