AIOpsLab

Description

AI ops lab is a holistic framework to enable the design, development, and evaluation of autonomous AI ops agents that additionally serves the purpose of building reproducible, standardized, interoperable, and scalable benchmarks. AI ops lab can deploy microservice cloud environments, inject faults, generate workloads, and export telemetry data while orchestrating these components and providing interfaces for interacting with and evaluating agents. Moreover, AI ops lab provides a built-in benchmark suite with a set of problems to evaluate AI ops agents in an interactive environment, and this suite can be easily extended to meet user-specific needs.