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Enthusiastic, eager to meet new challenges, quick to learn new concepts and Ideas • Excellent communicator with attentive listening and effective speaking skills • Adept at building relationships with people • Committed to service excellence • Extensive experience in customer contact A solid team player with the ability to work independently and handle multiple priorities and deadlines • Flying experience in short haul, medium haul, long haul and ultra-long haul Have been fully trained on: Hawker, Falcon and Gulfstream's G4/ 450 and 550 jets also A340-500, A340-300, A330-200/300, A320, A321, B777-300, B777-200, B757, B767.

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Forums

Should an AI testing agent say PASS, FAIL, or I DON’T KNOW?

One challenge we faced while building an AI testing agent was deciding what it should do when the evidence is incomplete.

A binary PASS or FAIL result looks simple, but it can create false confidence.

For example, a page may display an error message that is expected in one workflow but is a real defect in another. If the agent does not have enough context, forcing a binary result can create a false positive.

We decided to use three verdicts:

What part of test automation consumes most of your time?

I have worked in software testing for more than seven years, and one problem keeps appearing across different teams.

Writing the first automated test is rarely the hardest part.

The real cost appears later.

Selectors change. Test data becomes outdated. Environments behave differently. Flaky failures take time to investigate. Eventually, the team stops trusting the test suite.

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