@NoahWiles I have only used web access, so I don't know about the app.

Near the "New Post" button find "Posts". There you should see all your posts so far and you can edit all of them (as far as I know). Or delete, if you need to. Old ones will have already dropped off Timeline, but very recent ones will usually reflect your edits after it synchs.