Raspberry Pi systems now run far beyond hobby environments. They include power kiosks, industrial gateways, smart agriculture nodes, and remote monitoring devices. These deployments demand stable power behavior, not just basic functionality. Recent embedded market studies show that over 58% of edge computing failures relate to unstable power input or improper shutdown cycles. Another report...