Preheat oven to 350°F (175°C). Line a 13 x 9-inch (3.5 L) metal cake pan with parchment paper, leaving 1-inch (2.5 cm) extending over long edges for handles. Set aside.
Shortbread Crust: In a large bowl, with a hand mixer or stand mixer, cream butter and sugar until light and fluffy. Stir in flour in 2 additions until just combined. Press evenly into prepared pan and chill for 20 minutes. Bake for 20 minutes. Let cool in pan on rack.
Lemon Blueberry Filling: In a large bowl, whisk eggs, sugar, flour, lemon zest, lemon juice and salt until combined. Pour over cooled base; sprinkle with blueberries. Bake for 25-30 minutes, or until centre is set.
Let cool completely in pan on rack. Chill uncovered for at least 2 hours before serving. Slice into 16 bars of equal size; sprinkle with icing sugar and serve.
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