Contributing Development setup uv sync --extra dev --extra embed Tests uv run pytest Run without live upstream calls: uv run pytest -m "not e2e" Style Keep changes small and reviewable. Prefer deterministic behavior over heuristics. Do not log prompts or sensitive payloads.