IoT application development matters most after the novelty fades. Daily operations reveal everything. Short signals must arrive on time. Longer trends need to stay consistent. I’ve seen systems lose credibility because applications behaved unpredictably. With Xcelore guiding reliability and integration, this approach keeps behavior steady as conditions change. Applications fit into ex... https://medium.com/p/8f03c4e23009/