During December 2025, Pshiko Sparrow developed the Gemini Tools Integration for the strands-agents/sdk-python repository, expanding the GeminiModel to support Gemini-specific tools such as GoogleSearch and CodeExecution. Using Python, they focused on backend development and API integration, introducing a gemini_tools field with robust validation to prevent unsafe FunctionDeclarations. Pshiko implemented comprehensive unit tests to ensure the integration’s reliability and maintainability, and documented architectural decisions regarding the exclusion of history tracking due to Gemini’s server-side execution model. This work enhanced automated tool usage and safety, laying a solid foundation for future Gemini tool integrations and supporting cross-team collaboration.