In my experience, management is mostly pissing away the gains made by AI by either:

1. Pursuing polish and quality beyond previous norms

2. Replacing $100/mo/seat SAAS with something coded by a junior costing $200/day to develop over months.

The cost of code approaches zero, but the cost of having accountability, and hosting remains the same, and so individuals need to only coordinate to the extent that those things remain finite resources. Management needs to stop insisting that their directs adopt each others vibe coded tooling.

I think #1 is quite a good thing, on net.