Showing encouragement is not a bad thing, expecially when a loved one is really putting everything they have into their recovery.
However, there is a difference between encouraging and enabling. Just because you are encouraging them doesn't mean that we need to down play their slip ups, start showering them with rewards, helping to fix the mess they made of their life before, start giving money because the person is now "responsible", or letting our boundaries fall to the way side.