Few data are available on the ICU management and on the possible respiratory complications of invasively ventilated pregnant patients affected by COVID-19 pneumonia, especially in the early phase of pregnancy. Tension pneumothorax has been previously described as a rare cause of respiratory failure after delivery, but its occurrence in the postpartum of COVID-19 patient has not been reported yet. We hereby describe the ICU management of a 23rd gestational week pregnant woman who underwent invasive mechanical ventilation, prone positioning, and cesarean delivery during her ICU stay for COVID-19 related pneumonia. Moreover, we focused on the occurrence and management of recurrent tension pneumothorax after the cesarean delivery. A 23rd gestational week pregnant woman was admitted to the ICU for a COVID-19 bilateral pneumonia and underwent invasive mechanical ventilation and prone positioning. Cesarean delivery was planned during the ICU stay, while the patient was receiving invasive mechanical ventilation. After delivery, the patient experienced a recurrent pneumothorax that required the positioning of multiple chest drains. In pregnant critically ill COVID-19 patients, mechanical ventilation management is particularly challenging, especially in the postpartum period. Prone positioning is feasible and can improve oxygenation and respiratory system compliance, while tension pneumothorax must be suspected if the respiratory function suddenly deteriorates after delivery.