Across the 5-Day Google x Kaggle AI Agents Intensive Course, each day built on the last and gave me a deeper understanding of agentic AI. Day 1 introduced the fundamentals of AI agents, where I learned how they follow a perceive–reason–act loop and how they differ from simple LLM responses. Day 2 focused on tool use and function-calling, helping me understand how agents interact with external services and perform real actions. Day 3 explored memory systems and RAG, showing how agents maintain context and retrieve relevant information to behave more intelligently. Day 4 highlighted observability and evaluation, teaching me how to trace an agent’s decisions, measure its performance, and ensure reliability. Finally, Day 5 covered multi-agent systems, deployment, and production consideratio...

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