Implement admin password page, database indexing, and optimize app lifecycle polling

Rename My Submissions to Expert Review on button and dialogs

Hide Report Unrecognized Pest button by default, visible only for unrecognized results

Implement image validation block and unrecognized pest auto-reporting with background polling

Add unrecognized pest reporting system and admin dashboard

UX: Hide connection settings behind a secret 5-tap developer trigger on the app logo

UX: Implement dynamic resultCard visibility to declutter dashboard on launch

UX: Restore original center-cropped launcher icon in imageCard by default

UX: Combine launcher icon and instructions in centered placeholder layout inside imageCard

Enhance frontend UX: add ripple feedback, placeholder text, loading progress indicator, button blocking, and auto-scrolling

Optimize project: add client-side image compression, URL validation, CORS, rate limiting, and DB pruning

Remove login screen and revert to public stateless access with anonymous audit logging

Update default layout XML URL to production Space

Update default API URL to Hugging Face Spaces

Initial commit: clean codebase with IP102 support