Surface the measured supervisor result (AUC 0.99 on real DROID actions); sync supervisor.py (adds read-only drift_score)

Remove stale top-level Gradio files (now Docker SDK; app lives in app/)

Rebuild as a Docker Space: FastAPI + Jinja2 + htmx deploy console (interactive Pareto + live supervisor), instrument-panel design

fix matplotlib figure leak: build the plot with a registry-free Figure

supervisor: cap log, shape guard, calibration validation (audit fixes)

Interactive deploy-compiler (real L4 Pareto) + safety supervisor demo

initial commit