Whisk the flour, baking powder, and salt together in a medium bowl. Set aside.

In a large bowl using a hand mixer or a stand mixer fitted with a paddle attachment, beat the butter and granulated sugar together on medium-high speed until creamed, about 1 minute. Add the egg, almond extract, and vanilla extract and beat on high speed until combined, about 1 minute. Scrape down the sides and up the bottom of the bowl and beat again as needed to combine.

Add the dry ingredients to the wet ingredients and mix on low until combined. Dough will be thick and a little sticky. Scoop dough (about 1 Tablespoon of dough each) and roll into balls. Place dough balls onto a large plate or lined baking sheet.

Cover and chill the cookie dough balls in the refrigerator for at least 1-2 hours and up to 4 days.

Preheat oven to 350°F (177°C). Line baking sheets with parchment paper or silicone baking mats. Set aside.

Arrange chilled cookie dough balls 3 inches apart on the baking sheets. Bake for 10-12 minutes or until very lightly browned on the sides. The centers will look very soft.

Remove from the oven and allow cookies to cool on the baking sheet for 3 minutes. Press a couple jelly beans into the centers of the warm cookies. (Cooling for only 3 minutes is the magic number so the jelly beans stick!) Transfer to a wire rack to cool completely.

Cookies stay fresh covered at room temperature for up to 1 week.