To make this Homemade Granny Cake Recipe gluten-free, substitute the all-purpose flour with a 1:1 gluten-free flour blend that includes xanthan gum for structure. Additionally, ensure that the baking soda and vanilla extract are labeled gluten-free to avoid cross-contamination. The remaining ingredients are naturally gluten-free, preserving the original flavor and texture of the cake.