Advanced Topics¶
For Experienced Users
This section is designed for developers building production systems, optimizing performance, or extending LionAGI's capabilities.
Deep dive into LionAGI's advanced features and production-ready capabilities.
What You'll Learn¶
These advanced concepts will help you build robust, scalable, and observable multi-agent systems:
- Custom Operations - Build specialized operations for your workflows
- Flow Composition - Compose complex multi-agent flows
- Performance - Optimize your LionAGI workflows
- Error Handling - Handle failures gracefully
- Observability - Monitor and debug your workflows
Prerequisites¶
Required Knowledge
Before diving into advanced topics, make sure you have:
- ✅ Completed the Core Concepts section
- ✅ Built workflows using Patterns
- ✅ Experience with Python async/await programming
- ✅ Understanding of multi-agent coordination concepts
When to Use Advanced Features¶
You Need Advanced Topics If:
- Building production systems with specific performance requirements
- Need custom operations beyond the built-in types
- Want detailed monitoring and observability
- Handling complex error scenarios and failures
- Integrating with enterprise systems and databases
Next Steps¶
After Mastering Advanced Topics
- Integrations - Connect with databases, tools, and services
- Migration Guides - If you're coming from other frameworks
- For AI Agents - Special guidance for AI-powered development