AI Agents Fundamentals – From LLM Basics to Autonomous Developer AI Workflows
About the Masterclass
AI agents are transforming how software interacts with users, automates workflows, and makes decisions. This hands-on masterclass is designed to help you understand the foundations of AI agents and how they are built using modern large language models (LLMs), tools, memory, and reasoning systems.
Whether you’re a developer, product builder, student, founder, or AI enthusiast, this session will help you move beyond theory into practical understanding of how autonomous AI systems actually work.
What You’ll Learn
In this session, you’ll learn how to:
- Understand AI Agent Fundamentals: Learn what AI agents are, how they differ from traditional AI systems, and where they are being used today.
- Explore the Building Blocks of Agents: Understand LLMs, prompts, tools, memory, planning, and reasoning in agent workflows.
- Learn Agent Architectures & Workflows: Discover how agents interact with APIs, external tools, and multi-step tasks.
- Build Practical AI Agent Use Cases: Explore real-world applications in automation, customer support, research, coding, productivity, and enterprise systems.
- Understand the Future of Autonomous AI: Learn the opportunities, limitations, and challenges shaping the next generation of AI systems.
Beginner-Friendly & Practical
No prior experience with AI agents is required. This masterclass is designed to simplify complex concepts through practical demonstrations, real-world examples, and interactive learning. By the end of the session, you’ll have a clear understanding of how AI agents work and how to start building or integrating them into modern workflows.