Add API key input to UI and run pipeline in thread to avoid deadlock

Phase 4: Add HuggingFace Spaces deployment (Groq fallback, static UI, /run_pipeline endpoint, Dockerfile non-root user)

Phase 1: Add silent degradation grader (P2 severity)

Phase 1: Fixed graders with strict validation rules

Phase 1: repo setup and environment port