The correct spelling for "fathe" is "father". Simple suggestions to prevent this misspelling include reviewing the word's spelling rules, using spell-check tools or sounding out the word phonetically. Double-checking before finalizing written work or seeking assistance from grammar and spell-checking apps can also help ensure accurate spelling.