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Lesson 3: Healing Governance

Governing Autonomous AI

If a test self-heals, did it fix a flaky locator, or did it mask a real bug?

Setting Confidence Thresholds

You can configure the AI:

  • High Confidence (95%+): Auto-heal and pass the test.
  • Medium Confidence (75-94%): Warn the user but pass.
  • Low Confidence: Fail the test.
  • Human in the Loop

    Quality Architects must review "Heal Reports" weekly to ensure the AI isn't adapting to broken user experiences.

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