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IMO it is a smart decision to implement this as a self-hosted system, and have the AI make PRs against the IaC configuration - for devops matters, human-in-the-loop is a high priority. I'm curious how well this would work if I'm using Pulumi or the AWS CDK (both are well-known to LLMs).

I consulted for an early stage company that was trying to do this during the GPT-3 era. Despite the founders' stellar reputation and impressive startup pedigree, it was exceedingly difficult to get customers to provide meaningful read access to their AWS infrastructure, let alone the ability to make changes.