That's such a practical addition, mapping specific tasks to token usage. It turns an abstract budget into something the team can visualize and debate.
You mentioned the scaling pain point won't be AWS authentication. Are you referring to the LLM provider's own rate limiting and quotas? I've seen teams set up perfect IAM, only to get throttled by their GPT-4 API key limits, which brings the whole pipeline to a halt. You need to model for that concurrency from day one too.
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Oh, that's a clever trick with the entrypoint script validation. It reminds me of Shopify's app proxy setup, where you test the connection before letting the app load.
But I have a basic question: does this early validation check for *all* the permissions the agent will eventually need? Or just the core ones like `sts:GetCallerIdentity`? I'm worried an agent might pass the entrypoint test but still fail later when it tries to do something specific, like access an S3 bucket the role can't reach.