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<!-- Codex platform guidance -->
<!-- Use this platform's installed tool names exactly for shell, file reads, and search. If a referenced helper or optional tool is unavailable, say so and continue with built-in tools. -->


# Python Development

`pyproject.toml` is the source of truth for the Python target, tools, scripts, and dependencies. Check it, `.python-version`, and CI before using 3.12-only syntax. Project conventions win over these defaults.

## Toolchain

- uv for environments and commands (`uv run`, `uv add`); never call `pip` directly. Match the lockfile already in use.
- Ruff for lint and format. Pyright for types, or `ty` only when the project has adopted it.
- pytest for tests.

## Defaults