Performance

Performance Skills

Overview

Performance optimization knowledge for building fast, scalable applications that provide excellent user experience.

Key Metrics

Categories

Fundamentals

• Performance metrics and measurement
• Bottleneck analysis techniques
• Benchmarking methodologies

Caching

• Application caching strategies
• Redis/Memcached implementation
• HTTP caching headers
• CDN configuration
• Cache invalidation patterns

Database Performance

• Query optimization
• Indexing strategies
• Connection pooling
• N+1 query prevention
• Read replicas

API Performance

• Pagination strategies
• Response compression
• Batch operations
• Async processing
• Rate limiting

Frontend Performance

• Bundle optimization
• Code splitting
• Lazy loading
• Image optimization
• Core Web Vitals

Profiling & Monitoring

• CPU profiling
• Memory analysis
• APM tools
• Performance testing

Scaling

• Horizontal vs vertical
• Load balancing
• Auto-scaling
• Caching layers

Performance Pyramid

         ╱╲
        ╱  ╲         CDN / Edge
       ╱────╲
      ╱      ╲       Application Cache
     ╱────────╲
    ╱          ╲     Database Optimization
   ╱────────────╲
  ╱              ╲   Code Optimization
 ╱________________╲  Infrastructure

Quick Reference

Response Time Targets

Caching Strategy by Data Type

Skill Files

Fundamentals

• Performance Metrics
• Bottleneck Analysis
• Benchmarking

Caching

• Caching Strategies
• Redis Caching
• HTTP Caching
• CDN Caching
• Cache Invalidation

Database

• Query Optimization
• Indexing Strategies
• Connection Pooling
• N+1 Problem

API

• Pagination
• Response Compression
• Batch Operations
• Async Processing

Frontend

• Bundle Optimization
• Lazy Loading
• Image Optimization
• Core Web Vitals

Profiling

• CPU Profiling
• Memory Profiling
• APM Tools

Scaling

• Horizontal Scaling
• Vertical Scaling
• Load Balancing
• Auto Scaling

Integration with F5 Framework

Quality Gate Integration

Performance requirements should be defined in quality gates:

# .f5/quality/gates-status.yaml
gates:
  G2:
    performance:
      api_p95_response: "< 200ms"
      database_p95_query: "< 50ms"
      memory_usage: "< 80%"

Traceability

Performance requirements should be traceable:

// NFR-PERF-001: API response time must be under 200ms at P95
export async function getUser(id: string): Promise<User> {
  // implementation
}