Yeah, it won't. SWE here with a sidegoal to tackle the deployment side through various means (homelabbing, grabbing sre/cloud/observability tasks at work).
The biggest observable improvement in my post and pre ai development is the ability to tackle two projects at once, if the agent is on track. If not, and I have to do a deep dive to debug, it basically regresses to plain old everything like before.