Add a Flask backend + SQLite + HTML/CSS/JS PWA that: - Polls the CYD /api/latest endpoint - Stores readings, sessions, and freeform notes in SQLite - Displays probe cards with target setpoints and preset options - Renders temperature history with Chart.js - Serves a PWA manifest and dark-themed dashboard Also update cyd-bridge/README.md with verified bringup instructions.