输入管理员 token 后再进入控制台。后台数据和变更操作不会在未登录状态下直接暴露。
Centralize provider routing, verify real upstream selection, and keep the public LiteLLM endpoint under one operator console.
Admin UI runs directly from the current FastAPI control plane for the first public rollout.