Everything we have
This title could be clearer and more informative.Try out Clickbait Shieldfor free (5 uses left this month).
No single testing technique is sufficient to ensure software correctness. Drawing on the Swiss Cheese Model, this piece argues for a multi-layered quality strategy in PHP development combining static analysis (Psalm/PHPStan), traditional dynamic testing with PHPUnit, property-based testing, mutation testing, and fuzz testing. Each technique catches a different class of bugs: static analysis finds type errors without execution, unit tests verify specific behaviors, property-based testing explores input spaces automatically, mutation testing validates test suite quality, and fuzzing discovers unknown edge cases. These layers form a circular, reinforcing relationship rather than a strict hierarchy, and each informs and strengthens the others.
Table of contents
Why one approach is not enoughThe first line of defenceThe foundationGeneralisationValidating test qualityExploratory bug huntingConclusion1 Comment
Sort: