Hugging Face released a new framework to curate high-quality trajectories for training AI agents. The system focuses on structured data that captures decision-making steps rather than simple input-output pairs. This shift enables developers to train models on complex, multi-step reasoning. It reduces the reliance on expensive RLHF for agentic behavior.