I'm trying to create a form that when the page loads, will
automatically fill with data according to the parameters specified in
the url. I then want to be able to change fields within the form, and
submit it, saving the changes to the database.

I can do the last part, saving to the database via a submit button,
but is there a way (non-JavaScript) to autofill the form with the
pertinent data?