Preheat your oven to 350°F (175°C). Grease and line a 9x9 inch baking dish with parchment paper, leaving some overhang for easy removal later.
In a large bowl, cream together the softened butter and granulated sugar until light and fluffy. Mix in the egg, vanilla extract, and lemon zest until well combined.
In another bowl, whisk together the flour, baking powder, and salt. Gradually add the dry mixture to the wet mixture, stirring until just combined.
Scoop the mixture into the prepared baking dish and press it evenly into the bottom to form the crust layer. Bake in preheated oven for about 15-20 minutes or until lightly golden.
In a medium bowl, gently toss the blueberries with lemon juice and cinnamon until evenly coated. Spread the blueberries evenly over the baked crust.
In a separate bowl, combine the oats, brown sugar, and any remaining flour. Add a bit of the crust mixture to form crumbs, then sprinkle this crumb topping over the blueberries evenly.
Return the baking dish to the oven and bake for an additional 25-30 minutes, or until the crumb topping is golden brown and the blueberries are bubbling.
Remove from the oven and cool completely in the pan on a wire rack. Once cooled, use the parchment handles to lift out the bars and slice into squares.
Notes
Dust the bars with powdered sugar before serving, and add a whorl of lemon zest on top for a colorful pop! Provide a small dish of fresh blueberries on the side for an extra touch. Enjoy!