What kind of code is infrastructure in this context? Devops in a software company? Internal tooling in a software org?

What is your definition of faster to implement? Is it producing a plausible implementation, or is it faster at producing a correct and high quality implementation? Are you including time spent refactoring and fixing bugs in your metrics? If not, I think you are tracking a gut feeling rather than cold hard facts. I’m not saying this is easy to track, just saying that it’s hard to know for sure that you are really more productive with AI.

Thank you for sharing any info at all.

> to be fair, everyone on my team has decade+ professional experience (many more non-prodessional), and we understand limitations of AI fairly well.

I see this appear quite often in discussions on productivity, to the point that a conclusion may be made regarding its centrality for productivity gains.