I'm still trying to perfect my italian sub dressing (Could also be Italian salad dressing basically). I made a recipe that was sound, but had a bitter after taste, this is a good indicator that your oil is cheap, or has gone rancid, neither of which my oil has. So I made the same recipe in another container, but changed the tools I used. (I didn't use a metal bowl for either attempt). I needed to emulsify the dressing, and I have a stick blender that is very good at emulsifying stuff. On the first attempt, I used the blade attachment, which is what gave me the bitter aftertaste. On the second attempt, I used the stick blender with the whisk attachment instead, and it made all the difference. Emulsifying too fast and too aggressively can cause the oil to oxidize, making it permanently rancid. I was shocked at how different it turned out.