While herbs generally don't require heavy fertilization, occasional feeding can boost their growth and flavor. Use a balanced organic fertilizer or a diluted liquid fertilizer once every few weeks during the growing season. Be careful not to over-fertilize as it can lead to excessive foliage growth with reduced flavor.