These progressively higher levels of abstraction are how everything has moved and will move in science and human technology. There aren't enough hours in the day nor years in the human lifespan to gain a deep understanding of every single level below us. Rather we build on the abstracted API layer beneath us, and those who come after will build on top of us using a simplified abstraction to hide the tangled mess we had to make.