Explore our evolving journey as we design an edge computing device and transition our computer vision solution from exclusive reliance on AWS to achieving full edge computing capability. We delve into the motivating decisions drawn from years in the cloud and discover the strategic trade-offs inherent in both software and hardware design processes. Join us on this transformative exploration of shaping the future of computing at the edge.