*** 📎 Style & Conventions: Python + **Use Python** as the primary language. + **Follow PEP8**, use type hints, and format with =black=. + **Use =pydantic= for data validation**. + Use =FastAPI= for APIs and =SQLAlchemy= or =SQLModel= for ORM if applicable. + Write **docstrings for every function** using the Google style: #+begin_src python def example(): """ Brief summary. Args: param1 (type): Description. Returns: type: Description. """ #+end_src