Performance Optimization with AI: Profiling and Tuning Strategies
Introduction
AI can enhance performance optimization by analyzing code patterns, identifying bottlenecks, and suggesting improvements.
AI-Powered Performance Analysis
// AI performance analyzer
class AIPerformanceAnalyzer {
async analyzePerformance(code: string): Promise {
const analysis = await this.aiModel.analyzeCode(code);
return {
bottlenecks: analysis.bottlenecks,
suggestions: analysis.suggestions,
estimatedImprovement: analysis.estimatedImprovement,