During August 2025, 7labtech contributed to the google-gemini/cookbook repository by focusing on documentation quality and notebook consistency. They addressed a documentation bug by correcting a spelling error, ensuring clearer onboarding materials. To improve reproducibility and state management, 7labtech standardized the Get Started notebook outputs by programmatically adding outputId and setting execution_count to null in code cells. This approach aligned with the Context Caching initiative, supporting more predictable notebook behavior for developers. Their work primarily involved Python and JSON, leveraging skills in documentation and notebook development. The contributions were targeted, addressing foundational aspects rather than introducing new features or complex systems.