Add the egg yolks and lemon juice in a bowl and whisk under it doubles in volume
Place bowl on a pot of simmering water (making sure the bottom does not contact the water)
Slowly add the butter while whisking. Continue until the volume doubles
Remove from heat, add the chili powder and salt and whisk to blend
Transfer to another bowl (so that the egg does not continue to cook)