Bake chocolate cake according to the box.
While baking, melt chocolate chips and then stir in the condensed milk and peanut butter.
Poke the cake and pour on this chocolate to fill holes.
Cool.
In a mixer, beat peanut butter, butter, powdered sugar, vanilla and heavy cream.
Spread evenly over the chocolate layer.
Chill hours.
Top with chocolate syrup.