How to: CI Quick Start
To replicate the CI pipeline locally:

```bash
python scripts/check_python_deps.py
python check_env.py --auto-install
pytest --cov --cov-report=xml
pre-commit run --all-files
```

Launch the CI workflow manually via **Actions → 🚀 CI — Insight Demo** and click
**Run workflow** as described in [AGENTS.md](AGENTS.md#starting-the-ci-pipeline).
The workflow performs linting, type checks, the full unit test matrix on Python
3.11, 3.12 and 3.13, Windows and macOS smoke tests, documentation builds, Docker
builds and an optional deploy step for tagged releases.