Language models can now successfully execute multi-step tasks with a tool menu limited to 32 tools, up from 128, achieving a higher online success rate of 0.898 compared to 0.737 previously, without requiring changes to the underlying agent, enabling more efficient and scalable deployment of LLMs in production environments.