feat(api): add /api/diagnose endpoint for cloud deployment telemetry

fix(deploy): enforce memory-safe spatial-FFT deepfake detector in containers to prevent 512MB OOM crash

fix(pipeline): resolve self.face_encoder attribute error and increase uvicorn keep-alive for Render

fix(deploy): pre-cache lightweight buffalo_s model for Render free tier memory limits and improve UI fetch error handling

fix(pipeline): protect blockchain immutability with deepcopy, fix ViT loader, and validate all 8 blocks

feat(ui): redesign frontend with modern cyber-forensic HUD, glassmorphism, and live telemetry

style: rename 'THE PROVENANCE SEA' to 'THE SEA LINKS' in UI header

feat(ui): remove webcam live interface and streamline forensic image workflow

style: remove '— BIOMETRIC PROVENANCE TERMINAL' header subtitle

refactor: standardize project nomenclature to FaceID across UI, CLI, APIs, and docs

style: remove geometric star icon and replace with clean biometric scan icon

feat: complete face-chain biometric forensic and dual-layer blockchain pipeline