When baking soda is added to the boiling water, it raises the pH level, making the water more alkaline. This increased alkalinity weakens the pectin in the potato cells, leading to a breakdown of the potato's surface. As a result, the edges of the potatoes become softer and rougher. When roasted, these rough edges crisp up more effectively, giving you that desirable crispy exterior.