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Get Started Free →Python CLI and menu orchestration for pipeline runs — project slug validation, interactive picker, PipelineRunner wrapping PipelineExecutor, per-stage logs, secure pipeline wrapper. Use when extending run.sh behavior, fixing menu/CLI routing, or testing discovery helpers.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -24% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -72% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -78% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -71% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -75% | 0% |
Entry: python -m infrastructure.orchestration (build_parser, main from cli.py).
pythonfrom infrastructure.orchestration import ( PipelineRunner, validate_project_slug, select_project_interactive, setup_stage_log, run_secure_pipeline, )
bashuv run pytest tests/infra_tests/orchestration/ -v
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