Happy to hear that you like the game and that you got to the later levels!
I think we still need some tweaks because, as you said, right now we rely entirely on the player's ability to memorize checkpoint locations.
We thought of including a directional arrow that indicates where the next checkpoint is but sadly we couldn't implement it in time...