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Head commit for run:
7de1803ff806cf4f3d9a49598daec7833994a9e8 / Yicong Huang 
<[email protected]>
docs(bin): document scripts and subdirectories in README (#6013)

### What changes were proposed in this PR?

`bin/README.md` previously only documented the Dockerfiles and
image-based deployment, leaving most of the directory undocumented. This
PR expands it into a map of the whole `bin/` directory, grouped by
purpose:

- **Local development** — `local-dev.sh`
- **Deployment** — `single-node.sh`, `k8s/`
- **Docker images** — `dockerfiles/`, `build-images.sh`,
`merge-image-tags.sh`
- **Code generation & formatting** — `frontend-proto-gen.sh`,
`python-proto-gen.sh`, `fix-format.sh`, `protoc-version.txt`
- **Benchmarks** — `run-benchmarks.sh`
- **Licensing** — `licensing/`
- **Other components & configuration** — `bootstrap-lakekeeper.sh`,
`utils/`, `pylsp/`, `y-websocket-server/`, `forum/`,
`config.php`/`.htaccess`, `litellm-config.yaml`

Entry points link out to the existing per-subdir READMEs. Docs-only
change; reflects the recent move of Dockerfiles into `bin/dockerfiles/`
(#6006).

### Any related issues, documentation, discussions?

Closes #6012

### How was this PR tested?

Docs-only change; no tests. Verified the described scripts and
subdirectories exist under `bin/` and that the relative README links
resolve.

### Was this PR authored or co-authored using generative AI tooling?

Generated-by: Claude Code (Claude Opus 4.8)

Report URL: https://github.com/apache/texera/actions/runs/28343412892

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