Reinforcement learning

Agent Lightning v1.0: Microsoft open-sources an RL framework for existing agent harnesses

Agent Lightning v1.0 connects an unchanged agent harness to RL through an LLM proxy and runs rollouts as Kubernetes jobs. Microsoft reports 56.4% Pass@1 for Qwen3.5-9B on SWE-bench Verified.