I just use my pocket knife to scrape off the old glue. I've found that you can apply enough pressure to flake/scrape off the glue and not dig into the shaft. I run my fingernail over the area to check for any missed spots. Once it's clean I'll go over the area with a super fine sandpaper and then wipe the area clean.