Preheat the oven to 375°F (190°C) and lightly grease your baking dish.
In a bowl, mix rhubarb, blueberries, sugar, cornstarch, lemon zest, lemon juice, and vanilla. Spread the mixture evenly into the baking dish.
In a separate bowl, whisk together the flour, sugar, baking powder, and salt.
Cut in the cold butter using a pastry cutter or fork until the mixture resembles coarse crumbs.
Stir in the cream just until the dough comes together.
Drop spoonfuls of the topping over the fruit filling. It's okay if some fruit shows through.
Brush the topping with a bit of cream and sprinkle with turbinado sugar if using.
Bake for 35–40 minutes, or until the topping is golden and the fruit is bubbling.
Let cool for 10–15 minutes before serving. Serve warm with ice cream or whipped cream.