I pin just before the join at each intersection; I also use a stilletto to support/guide/direct my fabric under the needle, especially when the seam is pressed the 'wrong' direction for that intersection.
On particularly troublesome pieces -- some fabric just plain has a stretchy mind of its own -- I might make 4-5 stitches exactly over the joins and then go back and sew the whole piece.
Jan in VA