Test Architecture

Well-structured tests are maintainable, fast, and reliable. This skill covers how to organize test files, create reusable fixtures and factories, ensure test isolation, and configure test environments.

When to Use

• User is setting up a new test suite or framework
• User asks about test file organization or naming
• User needs test fixtures, factories, or seed data
• Tests are flaky due to shared state or ordering issues
• User asks about database cleanup between tests
• User needs test configuration (vitest.config, jest.config, conftest.py)

Core Patterns

Test File Organization

Co-locate tests with source files for discoverability:

src/
  services/
    auth.ts
    auth.test.ts          # Unit tests next to source
    billing.ts
    billing.test.ts
  routes/
    users.ts
    users.test.ts
test/
  integration/
    api.test.ts           # Integration tests in separate dir
  e2e/
    login.spec.ts         # E2E tests in dedicated dir
  fixtures/
    users.json            # Shared test data
  factories/
    user.factory.ts       # Data factories
  helpers/
    setup.ts              # Test setup utilities
    db.ts                 # Database helpers

Fixtures: Static Test Data

Fixtures are pre-defined data objects for predictable testing:

// test/fixtures/users.ts
export const validUser = {
  email: 'test@example.com',
  name: 'Test User',
  role: 'member',
} as const

export const adminUser = {
  email: 'admin@example.com',
  name: 'Admin User',
  role: 'admin',
} as const

export const invalidUser = {
  email: 'not-an-email',
  name: '',
  role: 'unknown',
} as const

Usage in tests:

import { validUser, adminUser } from '../fixtures/users'

it('creates a user', async () => {
  const result = await createUser(validUser)
  expect(result.email).toBe(validUser.email)
})

Factories: Dynamic Test Data

Factories generate unique test data with sensible defaults. Override only what matters for each test:

TypeScript (with custom factory):

// test/factories/user.factory.ts
let counter = 0

interface UserOverrides {
  email?: string
  name?: string
  role?: string
}

export function buildUser(overrides: UserOverrides = {}) {
  counter += 1
  return {
    email: `user-${counter}@test.com`,
    name: `User ${counter}`,
    role: 'member',
    ...overrides,
  }
}

// Usage
it('creates admin user', () => {
  const user = buildUser({ role: 'admin' })
  // user.email is unique, user.role is 'admin'
})

Python (with factory_boy and Faker):

# test/factories.py
import factory
from faker import Faker
from myapp.models import User

fake = Faker()

class UserFactory(factory.Factory):
    class Meta:
        model = User

    email = factory.LazyAttribute(lambda _: fake.email())
    name = factory.LazyAttribute(lambda _: fake.name())
    role = "member"

# Usage
def test_create_admin():
    user = UserFactory(role="admin")
    assert user.role == "admin"
    assert "@" in user.email  # Unique, realistic email

Test Isolation

Each test must run independently. No test should depend on another's side effects:

// test/helpers/setup.ts
import { beforeEach, afterEach, afterAll } from 'vitest'
import { db } from '../../src/db'

beforeEach(async () => {
  await db.migrate.latest()      // Ensure schema is current
})

afterEach(async () => {
  await db.raw('TRUNCATE TABLE users CASCADE')
  await db.raw('TRUNCATE TABLE posts CASCADE')
})

afterAll(async () => {
  await db.destroy()             // Close connection pool
})

Database Cleanup Strategies

Three approaches, pick one per project:

TRUNCATE TABLE x CASCADE

@pytest.fixture(autouse=True)

db

Test Configuration

Vitest:

// vitest.config.ts
import { defineConfig } from 'vitest/config'

export default defineConfig({
  test: {
    globals: true,
    environment: 'node',
    setupFiles: ['./test/helpers/setup.ts'],
    coverage: {
      provider: 'v8',
      reporter: ['text', 'html'],
      thresholds: { lines: 80, branches: 80, functions: 80 },
    },
    include: ['src/**/*.test.ts'],
    exclude: ['node_modules', 'dist'],
  },
})

pytest:

# pyproject.toml
[tool.pytest.ini_options]
testpaths = ["tests"]
python_files = ["test_*.py"]
addopts = "--strict-markers --tb=short -q"

[tool.coverage.run]
source = ["src"]
omit = ["tests/*"]

[tool.coverage.report]
fail_under = 80

Anti-Patterns

• Shared mutable state between tests: Global variables modified by tests cause ordering dependencies. Each test must set up its own state.
• Not closing database connections: Forgetting

  afterAll(() => db.destroy())

  causes connection pool exhaustion and hanging test processes.
• Testing against production database: Always use a separate test database or in-memory alternative. Never run tests against production data.
• Huge fixture files: A 500-line JSON fixture is hard to maintain. Use factories that generate data dynamically with only the relevant fields overridden.
• Skipping cleanup: Tests that leave data behind cause the next test to fail intermittently. Always truncate or rollback.
• Importing test helpers into production code: The

  test/

  directory should never be imported by

  src/

  . Keep test utilities isolated.

Quick Reference

test/fixtures/

test/factories/

test/helpers/

test/helpers/setup.ts

vitest.config.ts

jest.config.ts

Isolation: Each test sets up and tears down its own state. Cleanup: Truncate tables or rollback transactions after each test. Connections: Always close DB pools in afterAll. Coverage: Configure 80% threshold in test runner config.