Seeing a carbon steel knife earn and develop a nice, rich patina is one of life's simple pleasures.
Bottom line is, if you cut stuff with a carbon steel knife, it will develop a patina. Nothing you can do to stop it. You can coat it in oil, you can clean it off, you can buff it, you can sand it, you can hold rituals of your choice over it... Doesn't matter. It will still discolor with use.
The neat thing is, the more patina the blade has, the less it will actually develop rust, plus it won't make food you cut with it discolor or taste weird.
Something to think about.
If I were you, I'd use it, clean it, dry it, then oil it. Take pride in that patina that develops with use and age. There's no way to prevent it, short of buffing the patina off every time it inevitably forms, or never using the knife at all.