Picture a coding assistant that writes pull requests while you grab coffee. Nice, until it accidentally grabs credentials from source control or spins up a rogue instance in production. AI copilots, agents, and pipelines move fast, sometimes faster than your compliance review team. Without guardrails, these tools can expose secrets,