A comprehensive guide to building AI agent applications using Google Gemini, CopilotKit, and LangGraph. Demonstrates creating two practical agents: a Post Generator that creates LinkedIn/X content using live web search, and a Stack Analyzer that inspects GitHub repositories. Covers the complete architecture from Next.js frontend to FastAPI backend, including state management, tool integration, and structured outputs.