Preheat the oven to 375 degrees fahrenheit. Spray a muffin pan with pan spray or line with liners and set aside.: You will notice the kitchen warming as the oven comes up to temperature, and a consistent preheated environment ensures even rise and browning. It is important because putting batter into a cold oven can lead to flat, dense tops. A common mistake is skipping this step, which affects texture and bake time. Check that racks are positioned in the center for the most even heat distribution.
Add the sugar and lemon zest to a large bowl and use your fingers to rub the zest into the sugar until fragrant.: As you rub, the sugar will become speckled with yellow and release a strong citrus aroma, which is an excellent sensory cue that you have done it right. This technique extracts essential oils from the zest and infuses sugar granularly, improving flavor clarity. Avoid grating too deeply into the white pith, as that can add a bitter note. If the aroma is faint, try rubbing a little longer to release more oil.
Add the butter to the lemon sugar and beat with a hand mixer or a stand mixer until light and fluffy, about 3-4 minutes. Add in the eggs, vanilla, lemon juice, and milk. Mix until combined.: The mixture should look pale and increased in volume, and you may hear a softened, airy rhythm from the mixer. This aeration traps tiny air pockets that later expand in the oven, creating lift. If you overbeat after adding eggs, the batter can become too loose, so mix just until smooth. A common problem is using too-cold butter which will not cream properly, so ensure it is at room temperature.
In another bowl, whisk together the salt, baking powder, and flour. Place the blueberries in a small bowl and sprinkle 2 teaspoons of the flour mixture over them. Toss to coat the berries with flour.: Whisking the dry ingredients ensures even distribution of baking powder and salt , preventing pockets of salt or uneven rise. Coating the blueberries with a little flour helps suspend them in the batter rather than sinking. The berries will look slightly dusted and separated after tossing. If you skip this, you might end up with a purple streaked batter and sinked berries.
Add the remaining flour mixture to the wet ingredients and mix until just barely combined. Fold in the blueberries by hand until evenly dispersed through the batter.: You should see streaks of flour disappear but still have a lumpy batter; that is the signal to stop mixing. Folding by hand protects the air you built earlier and prevents bruising the blueberries . The batter will smell of butter and lemon, and you will see plump berry pockets. Overmixing creates a dense crumb and tough texture, so resist the urge to make it perfectly smooth.
Fill muffin tins 3/4 of the way full and sprinkle the tops generously with coarse sugar. Bake for 22-25 minutes, until a toothpick comes out from the center with minimal crumbs and the top is golden brown. Let cool before serving.: As they bake you will hear a faint settling and see the tops bloom to a pale golden color, with the coarse sugar melting slightly into a glossy sprinkle. A clean toothpick with a few moist crumbs indicates doneness and yields tender, moist muffins. Removing them too early leads to a gummy center while leaving them too long can dry them out. Let them cool briefly in the tin, then transfer to a rack to finish cooling to avoid soggy bottoms from trapped steam.