Global Warning Configuration

[ncfrey]

Feedback: warnings.filterwarnings is being set globally.

• Move warnings.filterwarnings into a localized context (e.g., under a main() or config function).
• Document its purpose clearly and ensure it doesn't have unintended effects across unrelated modules.