IT operations teams are replacing manual alert monitoring with self-healing infrastructure driven by AI agents. This transition moves the focus from reactive troubleshooting to autonomous problem resolution. Practitioners must now prioritize system design over constant surveillance. The shift reduces operational overhead but requires a fundamental rethink of traditional IT governance and oversight.