Microsoft launches AIOpsLab, an open-source framework for developing AI operations agents

Microsoft has launched AIOpsLab, an open-source AI framework designed for developing AIOps agents in cloud environments. This framework allows developers to build, test, and improve agents that monitor and optimize cloud systems. AIOpsLab features an intermediary interface, a workload and fault generator, and an observability layer for telemetry data. This structure helps agents perform tasks like incident detection and root cause diagnosis more effectively by simulating real-world scenarios. The framework is now available on GitHub under the MIT license, supporting four key AIOps tasks: incident detection, localization, root cause diagnosis, and mitigation.