You need certain company culture, to be able to scale up, and to capture this value. Most companies can not just add new developers.

AI needs documentation, automation, integration tests... It works very well for remote first company, but not for in-face informal grinding approach.

Just year ago, client told me to delete integration tests, because "they ran too long"!