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It's good to use corner guides made with wood to help keep corners plumb and straight. Check for plumb in both directions. We have strong braces that hold it in position. And we have stakes at the bottom. The corner guide is simply made with two 2x4s nailed together. And it goes right in the corner.
Note: stake at bottom not shown. Recheck for plumb frequently throughout the project.