AI Agent Development

Core Concepts

• The agent loop and architectures
• Tool calling and integration
• Agent memory and state management

Practical Skills

• Build your first agent without frameworks
• Multi-modal agent development
• Agent observability and monitoring

1. Agent Fundamentals

• Understanding the agent loop and architectures
• Tool calling and integration patterns
• Memory and state management techniques

2. Building Your First Agent

• Hands-on project: Building an agent from scratch
• Implementing tool calling and memory
• Testing and debugging agent behavior

3. Advanced Agent Development

• Popular agent frameworks and tools
• Multi-modal agent development
• Real-world case studies and applications
• Reinforcement learning: AI learns to play games and win

4. Production & Monitoring

• Agent observability and monitoring
• Performance optimization and scaling
• Best practices for production deployment