Preheat your oven to 180°C (350°F) and line a muffin tin with paper liners or lightly grease it with coconut oil.
In a mixing bowl, whisk together the almond flour and baking soda until evenly combined, releasing a nutty aroma as they mix.
In a separate bowl, gently beat the eggs until slightly frothy, about 15 seconds, then stir in honey and vanilla extract until smooth and fragrant.
Pour the wet mixture into the dry ingredients and fold gently with a spatula until just combined. The batter should be slightly thick but smooth, with a glossy appearance.
Add the melted coconut oil to the batter and fold in until evenly incorporated, ensuring a moist, shiny batter.
Scoop the batter evenly into the prepared muffin cups, filling each about three-quarters full. The batter should shimmer and mound slightly above the liners.
Bake in the preheated oven for 20-25 minutes, until the tops turn golden brown and a toothpick inserted into the center comes out clean.
Remove the muffins from the oven and let them cool in the tin for 5 minutes, then transfer to a wire rack to cool completely for about 10 minutes, allowing the crumb to set.
Once cooled slightly, serve the muffins warm or at room temperature, enjoying their tender crumb and nutty aroma. Store leftovers in an airtight container for up to 2 days or freeze for longer storage.