Manual model breaks when agents write to production data

The manual model of database management breaks when AI agents write directly to production data. Agents bypass human oversight, creating risks of unintended writes, data corruption, and cascading failures. Teams must implement guardrails, read-only defaults, and human-in-the-loop approval workflows to maintain data integrity.