DevOps-Gym is the first end-to-end benchmark for evaluating AI agents across the whole DevOps cycle: build and configuration, monitoring, issue resolving, and test generation. It focuses on long-horizon tool calling and long context reasoning for agent tasks, with 700+ real-world tasks from 30+ projects in Java and Go.