Release v1.0.0: Hybrid AI Architecture, Modern UI Overhaul, and Performance Optimizations

feat: Optimize UI/UX

feat: Complete UI/UX redesign and fix critical workflow bugs

Fix: fixed state reset bug and enforce sticky horizontal header layout

Feat: Add Home Button

Ref: Refactor architecture to decouple UI from logic, implement server-side session persistence for agents, and restore full map/metrics visualizations.

buildup gradio app

rebuild app.py