AI in Testing
Self-healing tests
Also known as: auto-healing tests
Self-healing tests automatically repair their own locators or steps when the application changes — for example when a selector moves or is renamed — so a cosmetic UI change does not break the test.
Most end-to-end test breakage is not a real bug; it is a test pointing at an element that moved. Self-healing tools detect that the original locator no longer matches, find the element another way (nearby text, attributes, position), and update the test to keep it running.
Used well, this cuts the maintenance that consumes much of a test suite’s upkeep. The risk to manage is masking real regressions: a test that silently heals around a genuinely removed feature stops protecting you, so healing should be transparent and reviewable rather than invisible.
- Repairs broken locators automatically when the UI changes cosmetically.
- Cuts the high maintenance cost of brittle end-to-end tests.
- Must stay transparent — silent healing can hide a real regression.
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Last reviewed June 11, 2026