DocsDevelopmentTesting & QA

AI-Powered Testing

Achieve comprehensive test coverage with AI-generated tests, intelligent test data, and automated quality assurance.

Testing Capabilities

Test Generation

AI automatically generates comprehensive test suites based on your code.

Coverage Analysis

Identify gaps in test coverage and generate missing tests.

Edge Case Detection

AI identifies potential edge cases and generates appropriate tests.

Performance Testing

Automated load testing and performance optimization suggestions.

Unit Testing

user-service.test.js
// AI-Generated Unit Test
import { MCPTest } from '@mcpcodex/testing';
import { UserService } from './user-service';

describe('UserService', () => {
  let service: UserService;
  let mockDb: MockDatabase;

  beforeEach(() => {
    // AI sets up comprehensive mocks
    mockDb = MCPTest.createMockDatabase();
    service = new UserService(mockDb);
  });

  test('should create user with valid data', async () => {
    // AI generates test data
    const userData = MCPTest.generateUser({
      email: '[email protected]',
      role: 'admin'
    });

    const result = await service.createUser(userData);

    // AI creates thorough assertions
    expect(result).toBeDefined();
    expect(result.id).toMatch(/^usr_[a-z0-9]{24}$/);
    expect(result.email).toBe(userData.email);
    expect(mockDb.save).toHaveBeenCalledWith('users', expect.objectContaining(userData));
  });

  test('should handle edge cases', async () => {
    // AI identifies and tests edge cases
    const edgeCases = MCPTest.generateEdgeCases('UserService.createUser');
    
    for (const testCase of edgeCases) {
      await expect(service.createUser(testCase.input))
        .toMatchExpectation(testCase.expected);
    }
  });
});

Integration Testing

api-integration.test.js
// AI-Generated Integration Test
import { MCPIntegration } from '@mcpcodex/testing';

describe('API Integration', () => {
  const suite = new MCPIntegration({
    baseUrl: process.env.API_URL,
    model: 'claude-3-opus'
  });

  test('complete user flow', async () => {
    // AI creates realistic user journey
    const flow = await suite.generateUserFlow('registration-to-purchase');
    
    // Step 1: Register
    const user = await flow.register({
      email: suite.generateEmail(),
      password: suite.generateSecurePassword()
    });
    
    // Step 2: Verify email
    await flow.verifyEmail(user.verificationToken);
    
    // Step 3: Complete profile
    await flow.updateProfile({
      name: suite.generateName(),
      company: suite.generateCompany()
    });
    
    // Step 4: Make purchase
    const order = await flow.purchase({
      plan: 'professional',
      paymentMethod: suite.generatePaymentMethod()
    });
    
    // AI validates entire flow
    await suite.validateFlow(flow, {
      checkDataConsistency: true,
      verifyAuditLog: true,
      validateSecurity: true
    });
  });
});

End-to-End Testing

e2e-checkout.test.js
// AI-Generated E2E Test with Playwright
import { MCPPlaywright } from '@mcpcodex/testing';

describe('E2E User Journey', () => {
  const ai = new MCPPlaywright({
    model: 'gpt-4-vision',
    screenshot: true
  });

  test('complete checkout process', async ({ page }) => {
    // AI navigates and interacts with UI
    await ai.navigate(page, 'Go to product catalog');
    await ai.findAndClick(page, 'Add premium plan to cart');
    await ai.fillForm(page, {
      intent: 'Complete checkout with credit card',
      validateFields: true
    });
    
    // AI performs visual regression testing
    await ai.compareVisual(page, 'checkout-confirmation');
    
    // AI validates success criteria
    await ai.expectSuccess(page, {
      url: '/order/success',
      content: 'Order confirmed',
      apiCall: '/api/orders/latest'
    });
  });
});

Testing Strategies

Test-Driven Development

AI generates tests before implementation, ensuring requirements are met.

  • • Generate tests from requirements
  • • Implement to pass tests
  • • Refactor with confidence

Security Testing

Automated security vulnerability scanning and penetration testing.

  • • SQL injection testing
  • • XSS vulnerability checks
  • • Authentication bypass attempts

Performance Testing

Load testing and performance optimization recommendations.

  • • Concurrent user simulation
  • • Response time analysis
  • • Resource usage monitoring

Mutation Testing

AI mutates code to verify test effectiveness and coverage.

  • • Code mutation generation
  • • Test suite validation
  • • Coverage improvement

Next Steps

Start Testing with AI

Generate your first test suite and achieve 100% coverage.