Individual skill
hypothesis-testing
Property-based testing with Hypothesis for discovering edge cases and validating invariants. Use when implementing comprehensive test coverage, testing complex logic with many inputs, or validating mathematical properties and invariants across input domains. Triggered by: hypothesis, property-based testing, @given, strategies, generative testing.
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Read excerpt
# Hypothesis Property-Based Testing
Hypothesis is a powerful property-based testing library that automatically generates test cases to find edge cases and validate properties of your code.
## Core Concept
**Traditional example-based testing:**
```python
def test_addition():
assert add(2, 3) == 5
assert add(0, 0) == 0
assert add(-1, 1) == 0
```