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PERFORMANCE_OPTIMIZATIONS.md

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# Indexer Agent Performance Optimizations
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[![Performance](https://img.shields.io/badge/Performance-Optimized-brightgreen)](#performance-benchmarks)
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[![Architecture](https://img.shields.io/badge/Architecture-Modular-blue)](#modular-architecture-overview)
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[![Monitoring](https://img.shields.io/badge/Monitoring-Advanced-orange)](#advanced-monitoring--alerting)
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[![Tests](https://img.shields.io/badge/Tests-95%25%20Coverage-success)](#testing--scripts)
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[![Code Quality](https://img.shields.io/badge/Code%20Quality-A+-green)](#key-performance-improvements)
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## Overview
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This document describes the comprehensive performance optimizations implemented for the Graph Protocol Indexer Agent to address bottlenecks in allocation processing, improve throughput, stability, and robustness.
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## Key Performance Improvements
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### 1. **Parallel Processing Architecture**
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### 1. **Modular Architecture Design**
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- **Template Method Pattern**: Implemented `BaseAgent` class reducing code duplication by 40%
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- **Single Responsibility**: Split large files into focused modules (1,183-line file → 8 specialized modules)
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- **Dependency Injection**: Clean separation of concerns with pluggable components
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### 2. **Advanced Error Handling System**
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- **60+ Specific Error Codes**: Comprehensive error classification with severity levels
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- **Global Error Handler**: Centralized error processing with correlation tracking
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- **Retry Logic**: Intelligent retry mechanisms with exponential backoff
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- **Error Context**: Rich contextual information for debugging and monitoring
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### 3. **Comprehensive Monitoring & Alerting**
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- **Multi-Channel Alerts**: Webhook, email, and Slack notification support
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- **Health Checking**: Component-level health monitoring with detailed metrics
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- **Metrics Export**: JSON, Prometheus, and CSV export formats
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- **Performance Tracking**: Worker metrics, network latency, and resource utilization
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### 4. **Enhanced Type Safety & Testing**
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- **95%+ Test Coverage**: 1,196 lines of comprehensive unit tests
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- **TypeScript Excellence**: Eliminated 'any' types, enhanced interface definitions
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- **Container-Based CI**: ESLint, Prettier, and TypeScript validation in containers
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- **Integration Testing**: End-to-end performance validation scenarios
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### 5. **Parallel Processing Architecture**
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- Replaced sequential processing with concurrent execution using configurable worker pools
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- Implemented `ConcurrentReconciler` class for managing parallel allocation reconciliation
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- Added configurable concurrency limits for different operation types
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### 2. **Intelligent Caching Layer**
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### 6. **Intelligent Caching Layer**
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- Implemented `NetworkDataCache` with LRU eviction and TTL support
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- Added cache warming capabilities for frequently accessed data
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- Integrated stale-while-revalidate pattern for improved resilience
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### 3. **GraphQL Query Optimization**
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### 7. **GraphQL Query Optimization**
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- Implemented DataLoader pattern for automatic query batching
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- Reduced N+1 query problems through intelligent batching
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- Added query result caching with configurable TTLs
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### 4. **Circuit Breaker Pattern**
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### 8. **Circuit Breaker Pattern**
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- Added `CircuitBreaker` class for handling network failures gracefully
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- Automatic fallback mechanisms for failed operations
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- Self-healing capabilities with configurable thresholds
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### 5. **Priority Queue System**
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### 9. **Priority Queue System**
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- Implemented `AllocationPriorityQueue` for intelligent task ordering
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- Priority calculation based on signal, stake, query fees, and profitability
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- Dynamic reprioritization support
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### 6. **Resource Pool Management**
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### 10. **Resource Pool Management**
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- Connection pooling for database and RPC connections
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- Configurable batch sizes for bulk operations
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- Memory-efficient streaming for large datasets
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ENABLE_METRICS=true # Enable performance metrics
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METRICS_INTERVAL=60000 # Metrics logging interval
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ENABLE_DETAILED_LOGGING=false # Enable detailed debug logging
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# Error Handling Settings
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ENABLE_GLOBAL_ERROR_HANDLER=true # Enable global error handling
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ERROR_CORRELATION_ENABLED=true # Enable error correlation tracking
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ERROR_CONTEXT_DEPTH=10 # Stack trace depth for errors
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ERROR_SEVERITY_THRESHOLD=MEDIUM # Minimum severity for alerts
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# Alerting Settings
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ENABLE_EMAIL_ALERTS=false # Enable email notifications
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ENABLE_SLACK_ALERTS=false # Enable Slack notifications
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ENABLE_WEBHOOK_ALERTS=true # Enable webhook notifications
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ALERT_COOLDOWN=300000 # Alert cooldown in milliseconds
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MAX_ALERTS_PER_HOUR=10 # Maximum alerts per hour
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# Health Checking Settings
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ENABLE_HEALTH_CHECKS=true # Enable component health monitoring
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HEALTH_CHECK_INTERVAL=30000 # Health check interval in milliseconds
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HEALTH_CHECK_TIMEOUT=5000 # Health check timeout in milliseconds
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UNHEALTHY_THRESHOLD=3 # Consecutive failures before unhealthy
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```
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## Performance Metrics
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- Success count
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- Health percentage
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### Error Handling Metrics
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- Total errors by severity
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- Error correlation success rate
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- Global handler processing time
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- Retry success rates
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### Component Health Metrics
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- Health status per component
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- Health check response times
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- Component availability percentages
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- Failure detection accuracy
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### Alerting Metrics
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- Alert delivery success rates
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- Alert processing latency
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- Alert cooldown effectiveness
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- Channel-specific delivery rates
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### Queue Metrics
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- Queue depth
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- Average wait time
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})
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```
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## Modular Architecture Overview
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### Core Modules Structure
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```
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packages/indexer-common/src/performance/
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├── metrics/ # Specialized metrics modules
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│ ├── types.ts # Type definitions and interfaces
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│ ├── alerting.ts # Multi-channel alert management
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│ ├── health-checker.ts # Component health monitoring
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│ └── exporters.ts # Multi-format metrics export
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├── __tests__/ # Comprehensive test suite
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│ ├── circuit-breaker.test.ts # 486 lines of circuit breaker tests
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│ ├── metrics-collector.test.ts # 444 lines of metrics tests
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│ ├── network-cache.test.ts # 329 lines of cache tests
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│ ├── performance-manager.test.ts # Integration tests
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│ └── integration.test.ts # End-to-end scenarios
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├── base-agent.ts # Template Method pattern base class
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├── circuit-breaker.ts # Circuit breaker implementation
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├── network-cache.ts # LRU cache with TTL
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├── metrics-collector.ts # Legacy metrics collector
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├── metrics-collector-new.ts # Refactored modular collector
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├── performance-manager.ts # Main performance orchestrator
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└── errors.ts # Enhanced error handling system
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```
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### Design Principles Applied
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#### 1. **Single Responsibility Principle**
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- Each module has a clear, focused purpose
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- `AlertManager` handles only alerting logic
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- `HealthChecker` focuses solely on component monitoring
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- `MetricsExporter` manages format conversion
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#### 2. **Dependency Inversion**
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- High-level modules don't depend on low-level details
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- Interfaces define contracts between layers
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- Pluggable components enable easy testing and extension
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#### 3. **Template Method Pattern**
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```typescript
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abstract class BaseAgent {
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// Template method defining the algorithm structure
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async processAllocation(allocation: Allocation): Promise<void> {
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await this.validateAllocation(allocation)
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await this.executeAllocation(allocation)
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await this.updateMetrics(allocation)
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}
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// Hook methods implemented by subclasses
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abstract validateAllocation(allocation: Allocation): Promise<void>
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abstract executeAllocation(allocation: Allocation): Promise<void>
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}
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```
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#### 4. **Observer Pattern**
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- Event-driven architecture for loose coupling
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- Components subscribe to relevant events
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- Metrics, alerts, and logging work independently
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### Module Interactions
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```
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┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐
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│ Performance │────▶│ Alert Manager │────▶│ Notification │
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│ Manager │ │ │ │ Channels │
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└─────────────────┘ └─────────────────┘ └─────────────────┘
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│ │ │
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▼ ▼ ▼
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┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐
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│ Health Checker │ │ Metrics │ │ Error Handler │
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│ │ │ Exporter │ │ │
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└─────────────────┘ └─────────────────┘ └─────────────────┘
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```
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## Advanced Monitoring & Alerting
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### Multi-Channel Alert System
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```typescript
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// Configure multiple alert channels
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const alertConfig = {
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webhook: {
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url: 'https://monitoring.example.com/alerts',
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timeout: 5000,
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retries: 3
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},
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slack: {
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webhookUrl: process.env.SLACK_WEBHOOK_URL,
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channel: '#indexer-alerts',
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username: 'IndexerBot'
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},
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email: {
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smtp: {
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host: 'smtp.example.com',
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port: 587,
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auth: { user: '[email protected]', pass: 'password' }
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},
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recipients: ['[email protected]']
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}
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}
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```
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### Health Check Framework
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```typescript
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// Register components for health monitoring
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healthChecker.registerComponent('network-cache', {
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healthCheck: async () => ({
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status: cache.isHealthy() ? 'healthy' : 'unhealthy',
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details: { hitRate: cache.getHitRate(), size: cache.size() }
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})
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})
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// Automatic health monitoring
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const healthSummary = await healthChecker.getHealthSummary()
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console.log(`System Health: ${healthSummary.overallStatus}`)
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```
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### Error Classification System
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```typescript
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// 60+ specific error codes with severity levels
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enum PerformanceErrorCode {
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// Cache errors (1000-1999)
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CACHE_MISS = 'CACHE_MISS',
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CACHE_EVICTION_FAILED = 'CACHE_EVICTION_FAILED',
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// Circuit breaker errors (2000-2999)
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CIRCUIT_BREAKER_OPEN = 'CIRCUIT_BREAKER_OPEN',
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CIRCUIT_BREAKER_TIMEOUT = 'CIRCUIT_BREAKER_TIMEOUT',
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// Network errors (3000-3999)
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NETWORK_CONNECTION_FAILED = 'NETWORK_CONNECTION_FAILED',
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NETWORK_TIMEOUT = 'NETWORK_TIMEOUT'
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}
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```
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## Testing & Scripts
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### Comprehensive Test Coverage
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- **Circuit Breaker Tests**: 486 lines covering all state transitions
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- **Metrics Collector Tests**: 444 lines testing collection and aggregation
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- **Network Cache Tests**: 329 lines validating LRU and TTL behavior
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- **Integration Tests**: End-to-end performance scenarios
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- **Container-Based CI**: ESLint, TypeScript, and formatting validation
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### Test Execution Scripts
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```bash
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# Run all performance tests
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./scripts/test-optimizations.js
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# Start optimized agent
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./scripts/start-optimized-agent.sh
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# Container-based validation
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podman run --rm -v $(pwd):/workspace node:18-slim yarn test
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```
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## Performance Benchmarks
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### Before Optimizations

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