Google: Agent Fundamentals

The Korshub Take

This beginner course delivers a clear introduction to the paradigm shift from basic LLM APIs to fully realized AI agents. It breaks down foundational principles, highlighting how agentic systems create value through structured architecture, tools, memory, and orchestration.

Who It's For

Developers, technical managers, and AI enthusiasts seeking a foundational understanding of AI agent architectures and real-world implementation strategies.

Key Takeaways

• Agents vs. LLM APIs: Understand the core distinctions between traditional LLM endpoints and practical AI agent systems.
• Agent Architecture: Explore how memory, tools, and orchestration work together within an AI agent framework.
• Real-World Value: Identify key use cases and applications where autonomous agents add tangible value to business workflows.