The thing is that you can now ask the LLM for links and you can ask it to break down why it thinks a piece of code, for example, protects the bucket from being public. Things that are easy to verify against the actual docs.

I feel like this workflow is still less time, easier and less error prone than digging out the exact right syntax from the AWS docs.