# Playwright Best Practices & Context7 Integration

## Official Documentation
- **Playwright Official**: https://playwright.dev/
- **Python Documentation**: https://playwright.dev/python/
- **API Reference**: https://playwright.dev/python/docs/api/class-playwright

## Context7 MCP Integration
- **Latest Patterns**: Access via `/microsoft/playwright` library ID
- **Version-Specific**: Context7 provides version-specific best practices
- **Community Knowledge**: Leverages collective testing wisdom
- **Real-Time Updates**: Always current with latest Playwright releases

## Enterprise Testing Patterns
### Test Organization
- **Page Object Model**: Maintainable test architecture
- **Fixture Pattern**: Reusable test setup and teardown
- **Data-Driven Testing**: Parameterized test execution
- **Test Tagging**: Categorize and filter tests

### Cross-Browser Strategy
- **Browser Matrix**: Chrome, Firefox, Safari coverage
- **Device Emulation**: Mobile and tablet testing
- **Viewport Testing**: Responsive design validation
- **Network Conditions**: Slow 3G, offline testing

### Performance Integration
- **Web Vitals**: Core performance metrics
- **Network Monitoring**: Request/response analysis
- **Resource Timing**: Asset loading optimization
- **Memory Usage**: Leak detection and optimization

## AI-Enhanced Testing
### Pattern Recognition
- **UI Element Detection**: Smart selector generation
- **Test Flow Analysis**: User journey optimization
- **Failure Classification**: Intelligent bug categorization
- **Maintenance Prediction**: Proactive test updates

### Visual Regression
- **AI Comparison**: Intelligent diff analysis
- **Ignore Regions**: Dynamic content handling
- **Threshold Tuning**: Sensitivity optimization
- **Baseline Management**: Version control integration

## MoAI-ADK Integration
### Alfred Workflow
- **4-Step Process**: Plan, Generate, Execute, Analyze
- **Agent Coordination**: Multi-agent test orchestration
- **Context Sharing**: Knowledge base integration
- **Learning Loop**: Continuous improvement

### Quality Assurance
- **TRUST 5 Principles**: Test-driven quality
- **Coverage Analysis**: Comprehensive test metrics
- **Automated Validation**: Continuous integration
- **Performance Monitoring**: Real-time insights
