# 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
