We provide a survey of recent studies supergroup gauge theory. first discuss supermatrix model as zero-dimensional toy theory and its geometric algebraic characterization. then focus on four-dimensional Yang--Mills with symmetry explore non-perturbative properties, including instanton calculus, Seiberg-Witten geometry, Bethe/gauge correspondence, realization intersecting defects.