Advanced Topics 
Welcome to the advanced documentation for AudioX. This section covers in-depth technical details and advanced usage patterns for getting the most out of AudioX.
Available Topics 
Stream Processing 
Advanced techniques for handling audio streams, including:
- Input/Output stream handling
- Memory management
- Performance optimization
- Real-time processing
- Custom transformations
Metadata Handling 
Comprehensive guide to working with audio metadata:
- Standard and custom metadata fields
- Reading and writing metadata
- Batch operations
- Custom metadata schemas
- Automated metadata management
Coming Soon 
Performance Optimization 
- CPU and memory optimization
- Parallel processing
- Caching strategies
- Resource management
Custom Plugins 
- Creating custom audio processors
- Plugin architecture
- Integration patterns
- Event handling
Error Handling 
- Advanced error recovery
- Debugging techniques
- Logging and monitoring
- Error prevention strategies
CLI Advanced Usage 
- Custom commands
- Automation scripts
- Configuration management
- Integration patterns
Best Practices 
When working with advanced features, keep these principles in mind:
- Performance First - Always consider memory usage
- Implement proper cleanup
- Use appropriate buffer sizes
 
- Error Handling - Implement comprehensive error handling
- Use appropriate recovery strategies
- Log errors effectively
 
- Resource Management - Clean up resources properly
- Monitor system resources
- Implement proper timeouts
 
- Code Organization - Follow TypeScript best practices
- Maintain clear documentation
- Use consistent patterns
 
Contributing 
We welcome contributions to these advanced guides! If you have expertise in any of these areas or would like to suggest new topics, please:
- Check our Contributing Guide
- Submit a PR with your changes
- Ensure proper documentation
- Include examples and use cases
Support 
If you need help with these advanced topics:
- Join our Discord Community
- Check our GitHub Discussions
- Review our Issue Tracker