Test Generation

Learn how AIToTest automatically generates comprehensive test suites

How It Works

1. Code Analysis

Our AI analyzes your code structure, dependencies, and patterns

2. Test Strategy

Determines optimal test cases and coverage requirements

3. Generation

Creates comprehensive test suites with assertions and mocks

Example Usage

Input: User Authentication Function

async function authenticateUser(email: string, password: string) {
  if (!email || !password) {
    throw new Error('Email and password are required');
  }
  
  const user = await db.users.findOne({ email });
  if (!user) {
    throw new Error('User not found');
  }
  
  const isValid = await bcrypt.compare(password, user.password);
  if (!isValid) {
    throw new Error('Invalid password');
  }
  
  return generateToken(user);
}

Generated Test Suite

describe('authenticateUser', () => {
  beforeEach(() => {
    jest.clearAllMocks();
  });

  it('should authenticate valid user credentials', async () => {
    const mockUser = {
      email: 'test@example.com',
      password: 'hashedPassword'
    };
    
    db.users.findOne.mockResolvedValue(mockUser);
    bcrypt.compare.mockResolvedValue(true);
    generateToken.mockReturnValue('valid-token');

    const result = await authenticateUser('test@example.com', 'password');
    expect(result).toBe('valid-token');
  });

  it('should throw error for missing credentials', async () => {
    await expect(authenticateUser('', 'password'))
      .rejects.toThrow('Email and password are required');
  });

  it('should throw error for non-existent user', async () => {
    db.users.findOne.mockResolvedValue(null);
    
    await expect(authenticateUser('wrong@example.com', 'password'))
      .rejects.toThrow('User not found');
  });

  it('should throw error for invalid password', async () => {
    const mockUser = {
      email: 'test@example.com',
      password: 'hashedPassword'
    };
    
    db.users.findOne.mockResolvedValue(mockUser);
    bcrypt.compare.mockResolvedValue(false);

    await expect(authenticateUser('test@example.com', 'wrongpass'))
      .rejects.toThrow('Invalid password');
  });
});

Features

Smart Mocking

  • Automatic dependency detection
  • Context-aware mock data
  • Database and API mocking

Edge Case Detection

  • Input validation tests
  • Error handling scenarios
  • Boundary conditions

Test Organization

  • Logical test grouping
  • Clear test descriptions
  • Maintainable structure

Framework Support

  • Jest integration
  • Mocha compatibility
  • Custom framework adapters

Best Practices

  • Keep Functions Focused: Single responsibility principle helps generate better tests
  • Clear Dependencies: Well-defined imports and dependencies improve mock generation
  • Type Definitions: Strong typing leads to more accurate test cases
  • Documentation: JSDoc comments help AI understand expected behavior