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Having an agentic bot read AWS accounts means working with IAM, and assuming roles cross-account. I did all that, and wrote down how it works. You can use boto3 to assume IAM roles on demand. It's awesome. Check it out.

https://www.letsdodevops.com/p/teaching-agentic-strands-agents-to