OpenForgeRL is an open-source framework designed to train AI agents that operate through complex inference harnesses such as Claude Code, Codex, and OpenClaw. These harnesses support multi-turn reason
The paper examines whether agentic AI systems—collections of AI agents such as planners, solvers, reviewers, memory managers, tool users, and orchestrators—can be understood as having organizational b