Grease a 9x13 baking dish and set aside
Slice baked potatoes into ¼" slices and remove the peel, they should peel easily after being chilled overnight
Whisk the milk, half & half, parsley, onion powder, garlic powder, paprika and whole eggs in a large bowl until mixed, now prepare the Hollandaise sauce
Whisk egg yolks and lemon juice briskly in a stainless steel bowl until thickened and doubled in volume
Place yolk mixture in a double boiler over simmering water and continue to whisk rapidly until mixture thickens
Slowly drizzle in melted butter while continuing to whisk until sauce is doubled in volume
Remove from heat and stir in dijon and cayenne pepper
Add Hollandaise to milk mixture and whisk well until combined
Place a layer of potatoes in the bottom of your greased baking dish, then add a layer of chopped ham, bacon, cheese and chives, if using
Pour half of the milk mixture on top of first layer
Repeat with one more layer and pour remaining milk mixture on top
Cover with foil and refrigerate overnight
Bake at 350 degrees F, uncovered, for 45-50 minutes until edges are golden brown and casserole is set
Allow casserole to sit for for a few minutes before slicing and serving