Question

Your network automation team wants to adopt a cloud-hosted AI coding assistant to speed up writing Python scripts. During a security review, the compliance officer raises concerns about the team pasting excerpts of production device configurations (including ACLs, BGP peer IPs, and internal addressing schemes) into the assistant's prompt window to get help debugging. Which risk does this practice MOST directly introduce?

Accepted Answer

Data privacy exposure, because proprietary configuration data submitted in prompts may be retained or used to train the vendor's model outside your organization's control

Answer

Code hallucination, because the assistant will invent RESTCONF paths that do not exist in the device YANG model

Answer

Idempotency failure, because the generated scripts will reapply the same configuration on every run

Answer

Rate limiting, because pasting large configurations exceeds the assistant's API token quota