{
  "markdown": "# research\n\nPublic, reproducible foundational research for [qmu.co.jp](https://qmu.co.jp).\n\nThis repository holds qmu's fundamental technical and industry research — LLM\nbenchmarks, architectural studies (for example multi-tenant multi-database\nmodels), and market research. Each research topic ships as runnable code so a\nreader can clone this repository and reproduce the result for themselves. Result\npages are written as Markdown, previewed locally, and published to the corporate\nsite as foundational research.\n\n## Repository layout\n\nThe top level is divided by role:\n\n| Directory     | Role                                                                 |\n| ------------- | -------------------------------------------------------------------- |\n| `packages/`   | Research code. `packages/tech/` and `packages/industry/` are each a single npm project; individual researches live as subfolders inside. |\n| `scripts/`    | Repository-wide scripts (verb-named, e.g. `publish-research.sh`).    |\n| `workloads/`  | Execution environment and infrastructure config (`workloads/docker/`). |\n| `databases/`  | Database schemas and migrations, one subdirectory per database.      |\n| `docs/`       | Documentation: the preview site, research reports, ADRs, the glossary, and the dependency-decision log. |\n| `outputs/`    | Runtime output (gitignored).                                         |\n\n## Commands\n\nAll common operations run through `make`. Run `make help` for the list.\n\n| Command         | Effect                                                        |\n| --------------- | ------------------------------------------------------------- |\n| `make install`  | Install dependencies in every package.                        |\n| `make build`    | Type-check and build every package.                           |\n| `make test`     | Type-check and run unit tests in every package.               |\n| `make lint`     | Lint and format-check every package.                          |\n| `make format`   | Apply formatting across every package.                        |\n| `make docs`     | Run the local research preview site (VitePress).              |\n| `make publish`  | Copy finished research Markdown to the corporate site.        |\n\nContinuous integration invokes these same commands, so what runs in CI is what\nyou can run locally.\n\n## Reproduce a research\n\n```sh\ngit clone <this repo>\ncd research\nmake install\n# then run a specific research, e.g.:\ncd packages/tech && npm run dev\n```\n\nEach research topic documents its exact commands, required credentials, and\nexpected cost in its own README and result page.\n\n## Requirements\n\n- Node.js 22 (see `.nvmrc`)\n- `make`\n- Docker (optional, for `workloads/docker/` reproducible environments)\n\n## License\n\n[MIT](LICENSE).\n",
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