You may want to do the quilting as crosshatching across the entire quilt (i.e. just do the diagonals in the other direction as well and at the equal distance).
Another option is doing stitch in the ditch for each block and then you could just do the one direction of diagonals. Do the SITD in invisible thread. It will secure the quilt, but not be obvious.