Let's prepare our shape for the cross rails. In the Front Viewport move the vertices as shown in the image. Be sure to keep the curvature of the object.
We also need to refine our geometry near the joint of the frames. Select the edges as shown in the image, then Connect them.
Move the resulting vertices towards the back of the chair, but keep the curvature.
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