# Testing and release Create the development environment with `uv`: ```bash uv venv --python 3.12 .venv-dev source .venv-dev/bin/activate uv pip install -e ".[tests,lint,docs,server]" ``` Prefer focused tests for changed behavior: ```bash .venv-dev/bin/python -m pytest -q tests/path/to/test_file.py ``` Run broader environments when a shared contract changes: ```bash tox -e lint tox -e py312 tox -e docs tox -e linkcheck ``` Documentation changes must pass the README QuickStart test, generated-module freshness check, Sphinx warnings-as-errors build, and relevant link checks. Version and changelog updates are produced by the release-preparation workflow after changes reach `main`. Local version inspection must use `semantic-release version --print`; do not create release tags from a feature branch.