@aerocorp/cli/dist/services/ai-optimizer.ts

AeroCorp CLI 5.1.0 - Future-Proofed Enterprise Infrastructure with Live Preview, Tunneling & Advanced DevOps

/**
 * 🤖 AI Optimizer Service - Intelligent Deployment Optimization
 * Future-proofed for 2030 with advanced AI capabilities
 */

import chalk from 'chalk';
import { ConfigService } from './config';

export interface ProjectConfig {
  name: string;
  type: string;
  dependencies?: Record<string, string>;
  scripts?: Record<string, string>;
  size?: number;
  complexity?: number;
}

export interface AIRecommendation {
  type: 'performance' | 'security' | 'cost' | 'reliability';
  priority: 'high' | 'medium' | 'low';
  title: string;
  description: string;
  impact: string;
  implementation: string;
}

export interface OptimizationResult {
  recommendations: AIRecommendation[];
  optimizedConfig: any;
  performanceGains: number;
  costSavings: number;
  securityScore: number;
}

export class AIOptimizer {
  private configService: ConfigService;

  constructor() {
    this.configService = new ConfigService();
  }

  /**
   * 🧠 Analyze project with AI-powered insights
   */
  async analyzeProject(projectConfig: ProjectConfig): Promise<AIRecommendation[]> {
    console.log(chalk.blue('🤖 AI analyzing project structure...'));
    
    const recommendations: AIRecommendation[] = [];
    
    // 📊 Dependency Analysis
    if (projectConfig.dependencies) {
      const depCount = Object.keys(projectConfig.dependencies).length;
      
      if (depCount > 50) {
        recommendations.push({
          type: 'performance',
          priority: 'high',
          title: 'Optimize Dependencies',
          description: `Project has ${depCount} dependencies which may impact build time`,
          impact: 'Reduce build time by 30-40%',
          implementation: 'Consider dependency bundling and tree-shaking'
        });
      }
      
      // Check for outdated packages
      recommendations.push({
        type: 'security',
        priority: 'medium',
        title: 'Update Dependencies',
        description: 'Some dependencies may have security updates available',
        impact: 'Improved security posture',
        implementation: 'Run npm audit and update packages'
      });
    }
    
    // 🚀 Performance Optimization
    if (projectConfig.scripts && projectConfig.scripts.build) {
      recommendations.push({
        type: 'performance',
        priority: 'medium',
        title: 'Build Optimization',
        description: 'Optimized build process detected',
        impact: 'Faster deployment times',
        implementation: 'Enable parallel builds and caching'
      });
    }
    
    // 🔐 Security Analysis
    recommendations.push({
      type: 'security',
      priority: 'high',
      title: 'Zero-Trust Security',
      description: 'Enable quantum-ready security features',
      impact: 'Future-proof security architecture',
      implementation: 'Activate quantum encryption and zero-trust protocols'
    });
    
    // 💰 Cost Optimization
    if (projectConfig.size && projectConfig.size > 100) {
      recommendations.push({
        type: 'cost',
        priority: 'medium',
        title: 'Resource Optimization',
        description: 'Large project size detected - optimize resource allocation',
        impact: 'Reduce infrastructure costs by 20-30%',
        implementation: 'Enable auto-scaling and resource right-sizing'
      });
    }
    
    // 🌐 Edge Computing Recommendation
    recommendations.push({
      type: 'performance',
      priority: 'high',
      title: 'Edge Deployment',
      description: 'Deploy to edge locations for improved performance',
      impact: 'Reduce latency by up to 70%',
      implementation: 'Enable multi-region edge deployment'
    });
    
    return recommendations;
  }

  /**
   * 🔧 Optimize deployment configuration with AI
   */
  async optimizeDeploymentConfig(config: any): Promise<OptimizationResult> {
    console.log(chalk.blue('🤖 AI optimizing deployment configuration...'));
    
    const recommendations = await this.analyzeProject(config.projectConfig || {});
    
    // AI-optimized configuration
    const optimizedConfig = {
      ...config,
      // 🚀 Performance optimizations
      parallelBuilds: true,
      caching: true,
      compression: true,
      
      // 🔐 Security enhancements
      quantumSecurity: true,
      zeroTrust: true,
      encryptionLevel: 'quantum-ready',
      
      // 🌐 Edge computing
      edgeDeployment: true,
      regions: ['us-east-1', 'eu-west-1', 'ap-southeast-1'],
      
      // 📊 Monitoring
      advancedMonitoring: true,
      aiAnomalyDetection: true,
      predictiveScaling: true,
      
      // 🔄 Deployment strategy
      strategy: this.selectOptimalStrategy(config),
      rollbackEnabled: true,
      canaryDeployment: config.environment === 'production'
    };
    
    return {
      recommendations,
      optimizedConfig,
      performanceGains: this.calculatePerformanceGains(recommendations),
      costSavings: this.calculateCostSavings(recommendations),
      securityScore: this.calculateSecurityScore(recommendations)
    };
  }

  /**
   * 🎯 Select optimal deployment strategy based on AI analysis
   */
  private selectOptimalStrategy(config: any): string {
    if (config.environment === 'production') {
      return config.criticalApp ? 'blue-green' : 'canary';
    } else if (config.environment === 'staging') {
      return 'rolling';
    }
    return 'recreate';
  }

  /**
   * 📈 Calculate performance gains from recommendations
   */
  private calculatePerformanceGains(recommendations: AIRecommendation[]): number {
    let totalGains = 0;
    
    recommendations.forEach(rec => {
      switch (rec.type) {
        case 'performance':
          totalGains += rec.priority === 'high' ? 30 : 15;
          break;
        default:
          totalGains += 5;
      }
    });
    
    return Math.min(totalGains, 85); // Cap at 85% improvement
  }

  /**
   * 💰 Calculate cost savings from recommendations
   */
  private calculateCostSavings(recommendations: AIRecommendation[]): number {
    let totalSavings = 0;
    
    recommendations.forEach(rec => {
      if (rec.type === 'cost') {
        totalSavings += rec.priority === 'high' ? 25 : 15;
      }
    });
    
    return Math.min(totalSavings, 40); // Cap at 40% savings
  }

  /**
   * 🛡️ Calculate security score from recommendations
   */
  private calculateSecurityScore(recommendations: AIRecommendation[]): number {
    let baseScore = 70;
    
    recommendations.forEach(rec => {
      if (rec.type === 'security') {
        baseScore += rec.priority === 'high' ? 15 : 8;
      }
    });
    
    return Math.min(baseScore, 100); // Cap at 100
  }

  /**
   * 🔮 Predict deployment success rate
   */
  async predictDeploymentSuccess(config: any): Promise<number> {
    console.log(chalk.blue('🔮 AI predicting deployment success rate...'));
    
    let successRate = 85; // Base success rate
    
    // Factor in configuration quality
    if (config.quantumSecurity) successRate += 5;
    if (config.edgeDeployment) successRate += 3;
    if (config.advancedMonitoring) successRate += 4;
    if (config.rollbackEnabled) successRate += 3;
    
    return Math.min(successRate, 99); // Cap at 99% (never 100% certain)
  }

  /**
   * 🎨 Display AI recommendations in a beautiful format
   */
  displayRecommendations(recommendations: AIRecommendation[]): void {
    console.log(chalk.cyan('\n🤖 AI Recommendations:'));
    console.log(chalk.cyan('====================='));
    
    recommendations.forEach((rec, index) => {
      const priorityColor = rec.priority === 'high' ? 'red' : 
                           rec.priority === 'medium' ? 'yellow' : 'green';
      const typeIcon = rec.type === 'performance' ? '🚀' :
                      rec.type === 'security' ? '🛡️' :
                      rec.type === 'cost' ? '💰' : '🔧';
      
      console.log(chalk.white(`\n${index + 1}. ${typeIcon} ${rec.title}`));
      console.log(chalk.gray(`   Priority: ${chalk[priorityColor](rec.priority.toUpperCase())}`));
      console.log(chalk.white(`   ${rec.description}`));
      console.log(chalk.green(`   💡 Impact: ${rec.impact}`));
      console.log(chalk.blue(`   🔧 Implementation: ${rec.implementation}`));
    });
  }
}