Couldn't agree more. Imagine if it could look at all the other 30-50 person companies who are running a SAAS and say "teams like yours use ECS + Fargate instead of Kubernetes" (as an example)
I don't really know honestly, I'm just a proponent of "information sharing" in these spaces. I work with a few software providers that have a "give-back" clause for modifications, and it's a wildly powerful thing. I'd like to see it in this space too.
If I was implementing it, I would add some sort of survey a few days after the recommendations/queries are made and ask "Did this work, why/why not?", and attempt to train off of that. If you wanted to verify the accuracy, you could implement a test that ensures that things don't change wildly (e.g. if you tell it you're a small business running a SAAS on AWS that it doesn't recommend switching to Azure, or using EKS if you're already on ECS).
We need an AI as Infrastructure (TM) Conference, mayhaps.
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It would be great to see AIAI Talks from folks on how well they leveraged AI for streamlining making the world a better, more equitable and connected safe-space place!
