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If you see a `denied` error during `docker compose pull` or `docker compose up`, authenticate first:\n\n```bash\necho \"$GHCR_TOKEN\" | docker login ghcr.io -u \u003cgithub-username\u003e --password-stdin\ndocker compose up -d\n```\n\nIf you do not have access to GHCR, stick with the backend-only compose file above and run the backend/frontend locally in dev mode.\n\n### 2) Backend\n```bash\ncd backend\nbun install\nbun run dev\n```\n\n### 3) Frontend\n```bash\ncd frontend\nnpm install\nnpm run dev\n```\n\nDocs:\n- `docs/user-manual.md`\n- `docs/user-manual.pdf`\n- `helm/` for Kubernetes deployment\n\n## Backend + API overview\n- The backend lives in `backend/` and runs on Bun + Elysia. Start it with `bun run dev` and access Swagger at `http://localhost:3000/docs`. This is the authoritative list of endpoints and schemas.\n- The frontend lives in `frontend/` and calls the API via `frontend/src/lib/api.ts`. The base URL is `VITE_API_BASE` (defaults to `/api` when unset; the Vite dev server proxies `/api` to `http://localhost:3000`, or set it directly for local dev without a proxy).\n\n### Currently wired FE → BE calls\nThe React pages call these endpoints:\n- `POST /auth/register` from the Login page (registration).\n- `POST /auth/login` from the Login page (returns `accessToken`).\n- `POST /judge/vote` from the Judge page (requires `Authorization: Bearer \u003ctoken\u003e` and `judge` role).\n\n### Endpoints available in the backend (not all wired in FE yet)\nFrom the API bootstrap:\n- `GET /health` for health checks.\n- `POST /models/:modelId/image-upload` to request a signed upload URL (requires `user` role).\n\nIf the FE feels disconnected, make sure the frontend dev server is pointing at the backend (`VITE_API_BASE`) and that the backend is running on the same port shown in Swagger.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcoding-with-nox%2Fmonte-san-savino-app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcoding-with-nox%2Fmonte-san-savino-app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcoding-with-nox%2Fmonte-san-savino-app/lists"}