This is a survey of the main results obtained in the theory of pseudo-orbit shadowing in dynamical systems in the first decade of the 21st century. The main directions are shadowing and structural stability, C ¹-interiors of sets of systems with the shadowing property, shadowing properties equivalent to the structural stability, and the denseness problem.