Preheat your oven to 350°F (175°C) and line a 9x13 inch baking pan with parchment paper.
Place softened butter and brown sugar in a large mixing bowl and whisk until smooth and fluffy, creating a creamy base that releases a buttery aroma.
Add eggs one at a time to the butter mixture, whisking well after each addition until the mixture looks glossy and light in color.
Stir in vanilla extract until combined, filling the bowl with a warm, inviting scent.
Sift together the flour, baking powder, and salt in a separate bowl, then gradually fold it into the wet ingredients using a spatula, just until no streaks remain and the batter is smooth.
Gently fold in the chopped apples, ensuring they are evenly distributed throughout the batter.
Pour the batter into the prepared baking pan and spread it evenly with a spatula, smoothing the top for a consistent bake.
Bake for about 30 minutes, or until the edges turn a golden brown and a toothpick inserted in the center comes out clean.
Remove the blondies from the oven and let them cool slightly in the pan, so they set up a bit before topping.
Drizzle warm caramel sauce generously over the slightly cooled blondies, allowing it to seep into the cracks and create a sticky, glossy glaze.
Sprinkle chopped nuts over the caramel-topped blondies for added crunch and visual appeal.
Slice into squares and serve warm or at room temperature, enjoying the soft, chewy texture with crispy edges and caramel drizzle.