# Self-Healing Test Pipelines
SUMMARY: Build test pipelines that learn from failures and adapt automatically using Synapse memory.

Self-Healing Test Pipelines
Traditional test suites break when the UI changes. Self-healing tests use
Synapse memory to learn from past failures and adapt — reducing flaky tests
and maintenance burden.
Concept
[CODE BLOCK]
1. Test runs
2. If it fails, store the failure (what went wrong, why, how to fix)
3. Next run: recall relevant failures before executing
4. Apply known fixes automatically
Implementation
Step 1: Test Wrapper
Wrap each test with memory recall/store:
[CODE BLOCK]
Step 2: Adaptive Test Logic
Inside the test, check for known failures and apply fixes:
[CODE BLOCK]
Step 3: Recovery Strategies
Store recovery strategies as memories:
[CODE BLOCK]
Step 4: CI Integration
[CODE BLOCK]
Step 5: Failure Analysis Dashboard
[CODE BLOCK]
Best Practices
> [!TIP]
> - Store tracebacks — they contain the exact line that failed
> - Tag by test name — enables fast filtering
> - Use  category — separates from regular memories
> - Set  priority — failures should never be forgotten
> - Periodic cleanup — delete memories for resolved issues
> - Don't store sensitive data — credentials, PII
Common Failure Patterns to Store
| Failure Type | What to Store |
|--------------|---------------|
| Element not found | Selector tried, page state, screenshot |
| Timeout | Wait time, what was being waited for |
| Assertion failed | Expected vs actual value |
| Network error | URL, status code, response body |
| Permission denied | Required permission, current user role |
Next Steps
- Automated iOS Testing
- Memory Best Practices
- Error Recovery Cookbook