Place diced potatoes on a foil-lined, greased baking sheet.
Drizzle the olive oil and honey over the potatoes.
Sprinkle the dried onion, dry mustard, salt, and pepper over top. Using your hands or a spatula, toss the potatoes until they are covered with the other ingredients.
Bake for 30 minutes until tender, stirring them every 10 minutes.