To edit a form, click on the actions button next to the form being edited and select "Edit".
Make any changes and click to submit. This will create a new form based upon the changes made.
Editing a form and submitting will overwrite the old PDF and will not be recoverable. You should add a new form rather than editing an old one if creating new.