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We developed a compact, high-precision, fully autonomous field robot designed to complete official FRE competition tasks in complex, unstructured outdoor agricultural environments. The robot integrates mechatronic control, multi-sensor fusion, and AI algorithms, with all design, assembly, and debugging independently completed by our student team.