AI Agents & Agentic Workflows
Design autonomous agents, tool use, multi-agent coordination and agentic pipelines
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Course Content
Foundations
Core concepts and groundwork
Introduction to AI Agents and Agentic Systems
Reading
Agent Architectures: Reactive, Deliberative, and Hybrid
Reading
Memory and State Management in Agents
Reading
Tool Use and Function Calling
Reading
Planning and Goal Decomposition
Reading
The ReAct Pattern: Reasoning and Acting
Reading
Core Skills
Essential techniques and patterns
Chain of Thought for Agent Reasoning
Reading
Multi-Agent Systems Overview
Reading
Agent Communication Protocols
Reading
Core Concepts Exercise: Build a Simple Agent
Reading
LangChain Agents Deep Dive
Reading
LangGraph for Stateful Agents
Reading
Applied Practice
Hands-on, real-world scenarios
AutoGen: Multi-Agent Conversations
Reading
CrewAI: Role-Based Agent Collaboration
Reading
Custom Tool Development for Agents
Reading
Context Window Management and Summarization
Reading
Agent Orchestration and Delegation Patterns
Reading
Intermediate Skills Checkpoint
Reading
Advanced Topics
Deeper, more complex material
Advanced Planning: Tree of Thoughts
Reading
End-to-End Project: Research Agent
Reading
Agent Evaluation and Benchmarking
Reading
Error Handling and Agent Recovery Strategies
Reading
Human-in-the-Loop Agent Design
Reading
Agent Security and Trust Boundaries
Reading
Production & Scale
Building for the real world
Advanced Agent Patterns Exercise
Reading
Production Deployment of AI Agents
Reading
Monitoring and Observability for Agents
Reading
Cost Optimization for Agent Pipelines
Reading
Agent Testing and Quality Assurance
Reading
Advanced Deployment Exercise
Reading
Mastery & Capstone
Projects and final review
100% Free · All lessons unlocked
Topic Overview
What you'll learn
- Core concepts and fundamentals of AI Agents & Agentic Workflows
- Industry best practices and design patterns
- Hands-on exercises with real-world scenarios
- Performance optimization and advanced techniques
- Building production-ready applications