All the hype about souped up developer productivity using LLMs for coding reminds me of the original title of this 2014 paper, before it was milquetoasted in 2015 acceptance.
LLMs can help you rapidly acquire semi-plagiarized fragments of well-traveled code instead of using a quality library with vision of the problem domain. Might be great for KPIs, but this debt will come back to bite you, unless you're already gone. Will be painful for orgs to adapt.
https://research.google/pubs/pub43146/