새 CLI로 Hub에서 코딩 에이전트 효율이 6배 향상
Hugging Face가 Claude Code 및 Codex 같은 코딩 에이전트를 지원하기 위해 HF CLI를 재구축했습니다. 벤치마크 결과, 새 에이전트 모드가 CLI 미사용 기준선보다 6배 적은 토큰을 사용하는 것으로 나타났습니다.
hugging face released a rebuilt hf cli designed specifically for coding agents, which now account for nearly 100m hub requests from tools like claude code and codex. the tool auto-detects agents via environment variables and switches to a dense, token-efficient output format using tsv instead of human-friendly tables and colors. this dual-mode design aims to streamline agent workflows without degrading the user experience for developers. benchmarks indicate that for complex tasks, the optimized cli reduces token usage by 83% compared to agents hand-rolling api calls. the update includes 'next-command hints' to help agents chain actions automatically.