Microsoft has released Agent Lightning v1.0, a framework designed to streamline reinforcement learning by allowing production harnesses to own the agent-environment loop. This approach enables developers to maintain existing deployment architectures as assets rather than training-time liabilities while improving model performance on benchmarks.