In this work, we study the stability and convergence analysis of the temporal discretization of a time-fractional biharmonic problem by a well-known L1 scheme. Since the exact solution of such problems exhibits a weakly singular behavior at $t=0$, we use a smoothly graded time mesh to compensate for the singularity at $t=0$. In the end, we perform numerical experiments to validate the theoretical findings.