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Poisson gauge formalism provides a semiclassical description of noncommutative U(1) gauge theory. We focus on a Poisson gauge theory with a generic Poisson structure of Lie algebra type. We consider the symplectic geometric interpretation of the construction. We discuss the Lagrangian and non-Lagrangian dynamics, and apply our findings to the k-Minkowski case.