Research on strain-engineered bilayer nickelate thin films has revealed structural modifications that may be related to superconductivity. Studies have explored the effects of various factors, including pressure, apical oxygen vacancies, and strain-tuning, on the electronic structures and superconducting properties of these films. The findings, which include insights into atomic distortions and orbital polarization, may provide new clues about the mechanisms underlying superconductivity in these materials.