01High-performance data processing with Polars and asynchronous I/O
02Modern Python 3.12+ syntax and features enforcement
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04Strict type checking and static analysis using mypy and Ruff
05Automated testing infrastructure using pytest and async fixtures
06Specialized FastAPI and Pydantic v2 implementation patterns