It doesn’t even need to be the case that the LLM produces worse code. Software development is like a gas that expands to fill its container. If the schedule allows a fixed amount of time before shipping, and the time to write the code shrinks to zero, it just means the other parts of the process will fill the remaining time, even if the LLM did a decent job in the first place.