The spring-loaded clip that grabs the filter was worn/broken. Replacing the filter base was low cost and very simple. Needed a screwdriver and small pliers and that's it. Part was taken out and replaced in abut 10 minutes. New water filter snapped right in with little effort. Has been holding fine since. Looking forward to the next fix!