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504 lines
12 KiB
Markdown
504 lines
12 KiB
Markdown
# Chaos Engineering MCP Tools
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Enterprise-grade chaos engineering tools for testing system resilience through real fault injection.
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## Overview
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The Agentic QE Chaos Engineering suite provides three powerful MCP tools for injecting faults and testing system resilience:
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1. **`mcp__agentic_qe__chaos_inject_latency`** - Network latency injection
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2. **`mcp__agentic_qe__chaos_inject_failure`** - Failure injection (errors, timeouts, connection issues)
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3. **`mcp__agentic_qe__chaos_resilience_test`** - Comprehensive resilience testing
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## Features
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### Real Fault Injection (No Mocks)
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- **Network interceptors** for latency and failure injection
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- **Multiple distribution types** for realistic scenarios
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- **Blast radius control** for safe testing
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- **Auto-rollback mechanisms** for safety
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### Blast Radius Control
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- **Percentage-based targeting** (0-100%)
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- **Service-level granularity**
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- **Progressive increase** for gradual testing
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- **Emergency rollback** for safety
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### Multiple Failure Types
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- HTTP errors (4xx, 5xx)
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- Timeouts
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- Connection refused
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- DNS failures
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- Partial responses
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- Combined scenarios
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## Tool 1: Chaos Inject Latency
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Injects network latency into service calls with configurable distributions.
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### Configuration
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```typescript
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interface ChaosLatencyConfig {
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target: string; // Target service URL
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latencyMs: number; // Latency in milliseconds
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distribution: LatencyDistribution; // 'fixed', 'uniform', 'normal', 'exponential'
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distributionParams?: {
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min?: number;
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max?: number;
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mean?: number;
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stdDev?: number;
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};
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blastRadius: {
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percentage: number; // 0-100
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targetServices: string[];
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progressive?: boolean;
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maxPercentage?: number;
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incrementStep?: number;
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};
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duration?: number; // Duration in ms (auto-rollback)
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rollback?: boolean; // Manual rollback flag
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injectionId?: string; // For rollback
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}
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```
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### Example Usage
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```javascript
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// Fixed latency
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const result = await mcp__agentic_qe__chaos_inject_latency({
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target: 'http://api.example.com',
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latencyMs: 500,
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distribution: 'fixed',
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blastRadius: {
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percentage: 50,
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targetServices: ['user-service', 'auth-service']
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},
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duration: 60000 // 1 minute, auto-rollback
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});
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// Normal distribution (realistic)
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const result = await mcp__agentic_qe__chaos_inject_latency({
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target: 'http://api.example.com',
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latencyMs: 1000,
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distribution: 'normal',
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distributionParams: {
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mean: 1000,
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stdDev: 200
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},
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blastRadius: {
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percentage: 100,
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targetServices: ['payment-service']
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}
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});
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// Manual rollback
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await mcp__agentic_qe__chaos_inject_latency({
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target: 'http://api.example.com',
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rollback: true,
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injectionId: result.injectionId,
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blastRadius: { percentage: 0, targetServices: [] }
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});
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```
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## Tool 2: Chaos Inject Failure
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Injects various failure types into service calls.
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### Configuration
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```typescript
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interface ChaosFailureConfig {
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target: string;
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failureType: FailureType; // 'http_error', 'timeout', 'connection_refused', 'dns_failure', 'partial_response', 'combined'
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httpErrorCode?: number; // For http_error type
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timeoutMs?: number; // For timeout type
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failureRate?: number; // 0-1 (1 = 100%)
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failureTypes?: FailureType[]; // For combined type
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blastRadius: BlastRadius;
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duration?: number;
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rollback?: boolean;
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injectionId?: string;
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}
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```
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### Example Usage
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```javascript
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// HTTP 500 errors
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const result = await mcp__agentic_qe__chaos_inject_failure({
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target: 'http://api.example.com',
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failureType: 'http_error',
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httpErrorCode: 500,
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failureRate: 0.5, // 50% of requests fail
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blastRadius: {
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percentage: 75,
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targetServices: ['order-service']
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}
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});
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// Timeout failures
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await mcp__agentic_qe__chaos_inject_failure({
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target: 'http://api.example.com',
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failureType: 'timeout',
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timeoutMs: 5000,
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blastRadius: {
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percentage: 100,
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targetServices: ['slow-service']
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}
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});
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// Connection refused
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await mcp__agentic_qe__chaos_inject_failure({
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target: 'http://api.example.com',
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failureType: 'connection_refused',
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blastRadius: {
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percentage: 50,
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targetServices: ['external-api']
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}
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});
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// Combined failures (random selection)
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await mcp__agentic_qe__chaos_inject_failure({
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target: 'http://api.example.com',
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failureType: 'combined',
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failureTypes: ['http_error', 'timeout', 'connection_refused'],
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blastRadius: {
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percentage: 100,
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targetServices: ['unstable-service']
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}
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});
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```
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## Tool 3: Chaos Resilience Test
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Comprehensive resilience testing with multiple scenarios and automated analysis.
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### Configuration
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```typescript
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interface ChaosResilienceConfig {
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target: string;
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scenarios?: ChaosScenario[];
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template?: string; // Predefined template name
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blastRadius: BlastRadius;
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duration?: number;
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resilience?: {
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circuitBreaker?: boolean;
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retryPolicy?: {
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maxRetries: number;
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backoffMs: number;
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exponential?: boolean;
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};
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timeout?: {
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requestTimeoutMs: number;
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overallTimeoutMs: number;
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};
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fallback?: boolean;
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};
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monitoring?: {
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enabled: boolean;
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metricsEndpoint?: string;
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};
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autoRollback?: boolean;
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}
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```
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### Predefined Templates
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1. **network-partition**: Tests network partition scenarios
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2. **high-latency**: Tests high latency conditions
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3. **cascading-failure**: Tests cascading failure scenarios
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### Example Usage
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```javascript
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// Using predefined template
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const report = await mcp__agentic_qe__chaos_resilience_test({
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target: 'http://api.example.com',
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template: 'network-partition',
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blastRadius: {
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percentage: 50,
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targetServices: ['critical-service']
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},
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resilience: {
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circuitBreaker: true,
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retryPolicy: {
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maxRetries: 3,
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backoffMs: 100,
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exponential: true
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}
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}
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});
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// Custom scenarios
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const report = await mcp__agentic_qe__chaos_resilience_test({
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target: 'http://api.example.com',
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scenarios: [
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{
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type: 'latency',
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config: { latencyMs: 2000, distribution: 'normal' },
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weight: 0.5
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},
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{
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type: 'failure',
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config: { failureType: 'http_error', httpErrorCode: 503 },
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weight: 0.5
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}
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],
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blastRadius: {
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percentage: 100,
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progressive: true,
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maxPercentage: 100,
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incrementStep: 10,
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targetServices: ['api-gateway']
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},
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duration: 30000, // 30 seconds
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autoRollback: true
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});
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// Analyze results
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console.log('Overall Score:', report.overallScore);
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console.log('Availability:', report.metrics?.availabilityScore);
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console.log('Error Rate:', report.metrics?.errorRate);
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console.log('Recommendations:', report.recommendations);
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```
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### Report Structure
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```typescript
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interface ChaosResilienceReport {
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success: boolean;
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overallScore: number; // 0-100
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scenarios: ScenarioResult[];
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metrics: {
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totalRequests: number;
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successfulRequests: number;
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failedRequests: number;
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avgResponseTimeMs: number;
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p95ResponseTimeMs: number;
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p99ResponseTimeMs: number;
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availabilityScore: number; // 0-1
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errorRate: number; // 0-1
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};
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resilience: {
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circuitBreakerTriggered?: boolean;
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retriesAttempted?: number;
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fallbackUsed?: boolean;
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gracefulDegradation?: boolean;
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};
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recommendations: ResilienceRecommendation[];
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}
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```
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## Safety Features
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### Blast Radius Control
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- Start with small percentages (10-25%)
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- Use progressive increase for gradual testing
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- Target specific services to limit impact
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- Always define target services explicitly
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### Auto-Rollback
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- Set duration for automatic rollback
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- Manual rollback always available
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- Expired injections auto-cleaned every 60 seconds
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- Emergency stop mechanisms
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### Monitoring Integration
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- Real-time metrics collection
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- Performance tracking
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- Error rate monitoring
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- Recovery time measurement
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## Best Practices
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### 1. Start Small
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```javascript
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// Good: Start with 10% blast radius
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blastRadius: {
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percentage: 10,
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targetServices: ['non-critical-service']
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}
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// Bad: Start with 100%
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blastRadius: {
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percentage: 100,
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targetServices: ['critical-payment-service']
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}
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```
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### 2. Use Progressive Testing
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```javascript
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blastRadius: {
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percentage: 10,
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progressive: true,
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maxPercentage: 100,
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incrementStep: 10,
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targetServices: ['test-service']
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}
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```
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### 3. Always Set Duration
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```javascript
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// Good: Auto-rollback after 5 minutes
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duration: 300000
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// Bad: No duration (manual rollback required)
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duration: undefined
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```
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### 4. Test Resilience Mechanisms
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```javascript
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resilience: {
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circuitBreaker: true,
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retryPolicy: {
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maxRetries: 3,
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backoffMs: 100,
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exponential: true
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}
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}
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```
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### 5. Monitor and Analyze
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```javascript
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// Always check recommendations
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if (report.recommendations.length > 0) {
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console.log('Improvements needed:', report.recommendations);
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}
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// Track key metrics
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if (report.metrics.availabilityScore < 0.99) {
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console.warn('Availability below 99%');
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}
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```
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## Real-World Scenarios
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### E-Commerce Checkout
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```javascript
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await mcp__agentic_qe__chaos_resilience_test({
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target: 'http://checkout.example.com',
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scenarios: [
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{ type: 'latency', config: { latencyMs: 3000, distribution: 'normal' } },
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{ type: 'failure', config: { failureType: 'timeout', timeoutMs: 5000 } }
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],
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blastRadius: {
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percentage: 25,
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targetServices: ['payment-gateway', 'inventory-service']
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},
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resilience: {
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circuitBreaker: true,
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retryPolicy: { maxRetries: 3, backoffMs: 200 }
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}
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});
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```
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### Microservices Communication
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```javascript
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await mcp__agentic_qe__chaos_inject_failure({
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target: 'http://service-mesh.example.com',
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failureType: 'combined',
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failureTypes: ['http_error', 'timeout', 'connection_refused'],
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failureRate: 0.1, // 10% failure rate
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blastRadius: {
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percentage: 50,
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targetServices: ['user-service', 'auth-service', 'profile-service']
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}
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});
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```
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### Database Connection Pool
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```javascript
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await mcp__agentic_qe__chaos_inject_latency({
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target: 'http://database-proxy.example.com',
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latencyMs: 2000,
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distribution: 'exponential',
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blastRadius: {
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percentage: 75,
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targetServices: ['postgres-pool']
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},
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duration: 60000
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});
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```
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## Implementation Details
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### Latency Injection Mechanism
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- **Network proxy interceptors** modify fetch() calls
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- **Distribution algorithms** generate realistic latency patterns
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- **Delay injection** uses Promise-based setTimeout
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- **Service matching** via URL pattern recognition
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### Failure Injection Mechanism
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- **HTTP error responses** with custom status codes
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- **Timeout simulation** via delayed Promise rejection
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- **Connection failures** with ECONNREFUSED errors
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- **DNS failures** with ENOTFOUND errors
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- **Partial responses** with truncated data
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### Resilience Testing Mechanism
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- **Health check polling** every 1 second
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- **Retry logic** with exponential backoff
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- **Circuit breaker detection** after 3+ failures
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- **Metrics aggregation** with percentile calculations
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- **Recommendation engine** based on test results
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## Troubleshooting
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### Issue: Injection not taking effect
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**Solution**: Check that target URL matches service endpoints exactly.
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### Issue: Too much impact
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**Solution**: Reduce blast radius percentage or use progressive increase.
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### Issue: Can't rollback
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**Solution**: Use the injection ID from the original result.
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### Issue: Tests timing out
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**Solution**: Increase test duration or reduce the number of scenarios.
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## Integration with AQE Fleet
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```javascript
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// Initialize QE fleet
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await mcp__agentic_qe__fleet_init({
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topology: 'hierarchical',
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maxAgents: 10
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});
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// Spawn chaos engineer agent
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await mcp__agentic_qe__agent_spawn({
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type: 'chaos-engineer',
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capabilities: ['fault-injection', 'resilience-testing']
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});
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// Run chaos test
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await mcp__agentic_qe__chaos_resilience_test({
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target: 'http://api.example.com',
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template: 'cascading-failure',
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blastRadius: {
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percentage: 50,
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targetServices: ['critical-service']
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}
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});
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```
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## Performance Characteristics
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- **Latency injection overhead**: <5ms per request
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- **Failure injection overhead**: <2ms per request
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- **Resilience test throughput**: 100+ requests/second
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- **Memory usage**: O(n) where n = active injections
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- **Cleanup interval**: 60 seconds
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## License
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MIT - Part of the Agentic QE Fleet
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## Support
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- Issues: https://github.com/proffesor-for-testing/agentic-qe-cf/issues
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- Documentation: /workspaces/agentic-qe-cf/docs/
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- Tests: /workspaces/agentic-qe-cf/tests/mcp/handlers/ChaosTools.test.ts
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