- Delete dashboard_refresh.js (no longer needed) - Add api/dashboard_content.dspy returns dynamic UI with live data (queries llmusage + users tables server-side, returns full widget tree) - Simplify index.ui to use RefreshWidget with period_seconds=10 - ChartBar in dashboard_content.dspy auto-fetches top models via data_url - load_path.py updated separately in sage repo