Remove the Dutch oven from the heat and add the Cognac. Return to medium heat and scrape the bottom of the pot. When the cognac is mostly evaporated, slowly add the stock, stirring constantly, and bring to a boil. Simmer, still stirring, until the sauce thickens, 3 to 8 minutes.