>The more I use it, the more I have to rely on it to make changes/ fix things in the same system. In the end, I come out feeling empty; no intuitive knowledge of the system "I" built or fixed.

Most of us build a system to deliver a product to make money. We don't feel empty for not knowing how the system works, since we don't really care: it's just a means to an end.