Eric Johnson emphasizes the importance of understanding the basics of combustion, specifically the fire triangle, which consists of oxygen, heat, and fuel. He explains how these elements interact in the combustion process and how they can be applied to troubleshoot issues with boilers and burners. The discussion includes practical examples and personal anecdotes to illustrate the significance of the fire triangle in ensuring successful combustion and addressing common problems in the field.