A 26-year-old male presented with fever and hemoptysis, diagnosed with right upper lobe tuberculosis (TB) with cavity formation. After standard anti-TB chemotherapy, the lesion significantly improved but left a thin-walled cavity, with conversion to negative sputum culture for TB. After 1 year of follow-up without medication, sputum cultures remain negative. Which of the following is the most appropriate management at this stage?