A dirty air filter and clogged flame arrestor can prevent sufficient airflow to the combustion chamber, causing the burner to shut prematurely or the pilot light to go out. To prevent this issue, it is recommended to clean the air filter and flame arrestor regularly as part of preventive maintenance.