As the ecosystem of AI-powered developer tools—from agentic platforms like Antigravity to command-line interfaces like Gemini CLI—continues to expand, a critical challenge has emerged: how do we ensure these models have access to the most accurate, up-to-date documentation? Large Language Models (LLMs) are only as good as the context they are given. When building with Google technology, developers

