A team ships fast for three months. In month four the requirement changes — loan applications now need video verification of the borrower. Two weeks of work. Not because the change is hard, but because the main workload is understanding the code the AI wrote.

That is the failure Session 4 is about. The team moved quickly and left no trail to come back along.