Do you keep your last set of equipment when upgrading pieces? (ie as a backup in case something breaks that you can not immediately repair, or a bonus doesn't work as well as expected, etc)
Older equipment would tend to have lower requirements, so could be a good backup between when you start running into that debuff and when you level up enough that the debuff doesn't remove equipment.