- Updated `CODING_STANDARDS.md` with async SQLAlchemy patterns, modern Python type hints, and new error handling examples.
- Introduced a new `COMMON_PITFALLS.md` file detailing frequent implementation mistakes and explicit rules to prevent them.
- Covered database optimizations, validation best practices, FastAPI design guidelines, security considerations, and Python language issues.
- Aimed to enhance code quality and reduce recurring mistakes during development.
