That's not a 1000X improvement in current AI. That's more like a 2x ~ 5x improvement in current AI, which is measured in months.
Right now it can get part way there but quickly falls flat.
In 12-24 months? It’ll be able to audit itself and determine how to fix issues as they come up, mid-stream. That’s (all of) what a human dev does.