Fix: Stabilize authentication system with default secrets and better error handling

feat: integrate sk-cdx API keys and Qwen3-Coder-480B engine

Critical Fix: Resolve 401 'Subject not found' loop, stabilize HF Space persistence, and improve session recovery

initial