- Search box: type anything, toggle filter pills (hybrid, price range, distance, etc.)
- Backend calls Anthropic to parse query into search params
- Playwright crawls Craigslist, CarGurus, AutoTempest with dynamic URLs
- Results scored/ranked with car-specific scoring engine
- Second Anthropic call generates a custom buying guide from actual results
- Guide sections: top picks, checklist, mechanics, negotiation, budget
- All visible live in the browser panel via noVNC
- FastAPI httpx proxy can't handle WebSocket upgrades (status 101)
- noVNC iframe now points to vnc.ampbox.io (port 6080 via cloudflared)
- App UI stays at browser.ampbox.io (port 8080 via cloudflared)
- Auto-detects local vs ampbox.io for iframe src
- Parse .cl-search-result inner text for title, price, location
- Fallback to URL slug extraction for missing titles
- Capture listing images for display in UI
- AutoTempest scraper also improved with better selectors
- Dockerfile with Xvfb + x11vnc + noVNC for browser-in-a-URL
- search.py auto-detects DISPLAY env to run headed vs headless
- pause_for_human() function for CAPTCHA/login handoff
- Facebook Marketplace search (headed mode only, needs login)
- Updated README with both modes
Ken