Junior engineers get better and learn from their mistakes. An LLM will happily make then same mistake 10 times if you try asking it to do something similar in 3 months. In the long term, I don't think LLMs actually save you time considering the amount of extra time spent reviewing/verifying its code and fixing tech debt.