Cross-language testing strategies and patterns. Triggers on: test pyramid, unit test, integration test, e2e test, TDD, BDD, test coverage, mocking strategy, test doubles, test isolation.
Scanned 2/12/2026
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---
name: testing-patterns
description: "Cross-language testing strategies and patterns. Triggers on: test pyramid, unit test, integration test, e2e test, TDD, BDD, test coverage, mocking strategy, test doubles, test isolation."
compatibility: "Language-agnostic patterns. Framework-specific details in references."
allowed-tools: "Read Write Bash"
---
# Testing Patterns
Universal testing strategies and patterns applicable across languages.
## The Test Pyramid
```
/\
/ \ E2E Tests (few, slow, expensive)
/ \ - Full system tests
/------\ - Real browser/API calls
/ \
/ Integ \ Integration Tests (some)
/ Tests \ - Service boundaries
/--------------\ - Database, APIs
/ \
/ Unit Tests \ Unit Tests (many, fast, cheap)
------------------ - Single function/class
- Mocked dependencies
```
## Test Types
### Unit Tests
```
Scope: Single function/method/class
Speed: Milliseconds
Dependencies: All mocked
When: Every code change
Coverage: 80%+ of codebase
```
### Integration Tests
```
Scope: Multiple components together
Speed: Seconds
Dependencies: Real databases, mocked external APIs
When: PR/merge, critical paths
Coverage: Key integration points
```
### End-to-End Tests
```
Scope: Full user journey
Speed: Minutes
Dependencies: Real system (or staging)
When: Pre-deploy, nightly
Coverage: Critical user flows only
```
## Test Naming Convention
```
test_<unit>_<scenario>_<expected>
Examples:
- test_calculate_total_with_discount_returns_reduced_price
- test_user_login_with_invalid_password_returns_401
- test_order_submit_when_out_of_stock_raises_error
```
## Arrange-Act-Assert (AAA)
```python
def test_calculate_discount():
# Arrange - Set up test data and dependencies
cart = Cart()
cart.add_item(Item(price=100))
discount = Discount(percent=10)
# Act - Execute the code under test
total = cart.calculate_total(discount)
# Assert - Verify the results
assert total == 90
```
## Test Doubles
| Type | Purpose | Example |
|------|---------|---------|
| **Stub** | Returns canned data | `stub.get_user.returns(fake_user)` |
| **Mock** | Verifies interactions | `mock.send_email.assert_called_once()` |
| **Spy** | Records calls, uses real impl | `spy.on(service, 'save')` |
| **Fake** | Working simplified impl | `FakeDatabase()` instead of real DB |
| **Dummy** | Placeholder, never used | `null` object for required param |
## Test Isolation Strategies
### Database Isolation
```
Option 1: Transaction rollback (fast)
- Start transaction before test
- Rollback after test
Option 2: Truncate tables (medium)
- Clear all data between tests
Option 3: Separate database (slow)
- Each test gets fresh database
```
### External Service Isolation
```
Option 1: Mock at boundary
- Replace HTTP client with mock
Option 2: Fake server
- WireMock, MSW, VCR cassettes
Option 3: Contract testing
- Pact, consumer-driven contracts
```
## What to Test
### MUST Test
- Business logic and calculations
- Input validation and error handling
- Security-sensitive code (auth, permissions)
- Edge cases and boundary conditions
### SHOULD Test
- Integration points (DB, APIs)
- State transitions
- Configuration handling
### AVOID Testing
- Framework internals
- Third-party library behavior
- Simple getters/setters
- Private implementation details
## Test Quality Checklist
- [ ] Tests are independent (no order dependency)
- [ ] Tests are deterministic (no flaky tests)
- [ ] Tests are fast (unit < 100ms, integration < 5s)
- [ ] Tests have clear names describing behavior
- [ ] Tests cover happy path AND error cases
- [ ] Tests don't repeat production logic
- [ ] Mocks are minimal (only external boundaries)
## Additional Resources
- `./references/tdd-workflow.md` - Test-Driven Development cycle
- `./references/mocking-strategies.md` - When and how to mock
- `./references/test-data-patterns.md` - Fixtures, factories, builders
- `./references/ci-testing.md` - Testing in CI/CD pipelines
## Scripts
- `./scripts/coverage-check.sh` - Run coverage and fail if below threshold
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