This article introduces SWE-Universe, a framework designed to automatically create verifiable software engineering environments from GitHub pull requests. It addresses issues like low production yield and high costs by using a custom-trained building agent that ensures reliable task generation. The framework scales to nearly a million environments and demonstrates effectiveness through reinforcement learning applications.