Agree with your assessment of guardrails. They barely work on the best days. We need to flip the idea of “agent” on its head. The agent here is an agent of the user interfacing with GitHub. Not an agent of GitHub interfacing with the user. Prompts and guardrails cannot keep the agent loyal to the company. Stop giving these things any permissions the user doesn’t have, and recognize them for what they are: a different UI than web forms, but still the same security model.