Www X Vedos Com File

The idea is built to be eye‑catching, socially sticky, and technically feasible with today’s web stack.

| Week | Goal | |------|------| | 1 | Set up repo, CI/CD, auth flow, basic video upload + storage. | | 2 | Implement Mosaic grid UI + WebSocket room logic (tile sync). | | 3 | Integrate WebCodecs for in‑browser playback, simple filter (grayscale, sepia). | | 4 | Add AI auto‑tagging pipeline (CLIP + FAISS) and “suggest similar clips”. | | 5 | Build Remix Layer UI (audio overlay, caption, AR sticker). | | 6 | Export worker (ffmpeg stitching) + downloadable MP4 endpoint. | | 7 | Social features: reactions, “fork mosaic”, leaderboard. | | 8 | Beta testing, performance hardening, launch landing page & invite system. | www x vedos com

| Layer | Tech | Reason | |-------|------|--------| | Frontend | React 18 + Vite + TailwindCSS for rapid UI, Framer Motion for smooth tile transitions. | Component‑driven, fast hot‑reload, responsive design. | | Video Engine | WebCodecs + MediaStream (native browser decoding) + ffmpeg.wasm for on‑the‑fly filters. | Near‑native performance, no server round‑trip for simple filters. | | Realtime Sync | WebSocket (Socket.io) or WebRTC DataChannels for low‑latency tile updates. | Every participant sees remix changes instantly. | | AI Tagging & Recommendation | OpenAI Whisper (audio mood) + CLIP (Vision) for visual similarity + FAISS index for fast nearest‑neighbor look‑ups. | Auto‑tagging, “suggest similar clips” for mosaic filling. | | Backend | Node.js (NestJS) + PostgreSQL (metadata) + S3/Wasabi (blob storage) + Redis (room state). | Scalable, familiar stack, cheap video storage. | | Export | ffmpeg (server‑side) orchestrated by a worker queue (BullMQ). | Stitch selected tiles into a single MP4, add an intro/outro overlay. | | Auth | OAuth2 (Google, Apple, Discord) + JWT for session. | Simple, social‑login ready. | | CDN | Cloudflare Workers + R2 for edge‑caching of static assets & generated mosaics. | Global low‑latency playback. | | Analytics | PostHog or Mixpanel – track tile clicks, remix counts, conversion to shares. | Data‑driven iteration. | The idea is built to be eye‑catching, socially