CloudOpsBench, a new open-source benchmark, evaluates AI agents on typical DevOps tasks such as fixing services, managing resources, and rolling out updates in cloud environments. The benchmark identifies reasoning capabilities as the primary bottleneck limiting AI effectiveness in cloud operations. Results indicate that current models struggle with the complex decision-making required for reliable infrastructure management.