A hands‑on review of the Elecrow AI Camera Module, focused on real usage rather than specs or hype. This project explores the device as it ships: firmware flashing, MicroPython experiments, and the built‑in cloud AI workflow, clearly showing what this $30 AI camera can—and cannot—do in practice.