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Mypy compliance: The file now exposes explicit types for all public classes/methods/attributes, enabling static checking in CI.

Onboarding velocity: Maintainers and contributors get instant IDE hints and guardrails; fewer review cycles over “what does this return?”.

Risk reduction: Early detection of interface drift (e.g., if psqlpy or SQLAlchemy change shapes), caught by types before runtime.

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