It is not recommended to make any changes to your automation once it has gone 'live'.
Instead, Duplicate the automated campaign, make the required changes to the new copy of it, then start feeding contacts into that one instead. Once the contacts from the old campaign have finished going through the steps, you can delete the old one.
Here are some other relevant documents: