Yicong-Huang opened a new issue, #6137:
URL: https://github.com/apache/texera/issues/6137

   ### Task Summary
   
   The local-dev CLI is uneven for agent/scripted use: `--json` exists only on 
`status`/`up`/`down`; single-service ops are separate `start`/`stop` 
subcommands; skipping the build is spelled `--no-build`. Unify the surface:
   
   1. Every one-shot subcommand (`status`, `up`, `down`, `auto`, `<svc>`, 
`version`) accepts `--json`: status JSON on stdout, human progress on stderr.
   2. `up <service>` / `down <service>` replace `start`/`stop` 
(build-if-changed by default; `--build` forces, `--skip-build` skips).
   3. Rename `--no-build` to `--skip-build`.
   4. `--json` output reports total command runtime (`elapsed_seconds`).
   
   ### Task Type
   
   - [x] Refactor / Cleanup
   - [x] DevOps / Deployment / CI
   - [ ] Testing / QA
   - [ ] Documentation
   - [ ] Performance
   - [ ] Other


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