Self-Healing Tests with Claude API
How to build a test pipeline that detects failures, analyzes root causes, and fixes itself.
aiclaudetesting
# Self-Healing Tests with Claude API
Traditional test automation breaks when the UI changes. Self-healing tests fix themselves.
## The 5-Stage Pipeline
1. **Generate** — LLM creates Playwright tests from requirements
2. **Validate** — Syntax checker ensures code is valid
3. **Execute** — Run the test against the target app
4. **Analyze** — Classify failures (selector, timing, assertion, environment)
5. **Heal** — LLM rewrites the failing code and retries
## Results
In our test orchestrator, 30% of initially failing tests are automatically healed without human intervention.