In a large heavy bottomed pot combine the soy milk, sugar, agave, vanilla, and baking soda.
Bring to a slow simmer, and let simmer for 1 hour and 15 min. Stirring frequently to prevent sticking and burning.
Add the brandy and simmer for 15 more minutes or until the cajeta has reached the desired consistency.
