Every developer wants faster workflows, but few want an AI agent that casually dumps secrets into its prompt or updates production tables without permission. That’s the new reality of AI-driven automation. Copilots, chatbots, and pipeline agents are now writing code, pulling data, and triggering systems with machine speed. Yet