Streamlit dashboard for planning self-driving data collection shifts, tracking route coverage, balancing operator load, and managing backfill needs.

Courier shift optimization and demand planning. Generates demand-aligned schedules across multiple cities using median demand forecasting, greedy shift selection, and dispatch simulation validation. Improved utilization from 0.8 to 1.1 orders per active hour.

Monitor and auto-fix Radarr/Sonarr + Real-Debrid issues with Babysitarr, a self-healing daemon for stuck downloads, failed imports, and queue jams