Picture a coding assistant about to push a change straight to production. It seems helpful, but one stray prompt and your agent could drop a table, exfiltrate data, or pull secrets from an internal repo. Welcome to modern AI workflows, where speed meets risk. Copilots, agentic scripts, and model-connected pipelines