Rethinking RL Infra for Agents

Why the agentic shift breaks classical RL infra, a tour of Forge, ROLL, SkyRL and Slime, and my recent take with Polar (Agentic RL on Any Harness at Scale).

May 26, 2026 · Binfeng Xu