As the title suggests, the concept of this book is consistently focused on showing "beginner code" and "professional code" side-by-side. Rather than just explaining how to write good code, it uses a ...

Uses monkeypatching and mocks so no real Gemini API calls are made. All tests work offline. """Return a minimal but valid Evidence object for testing.""" ...

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