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How do you test AI/ML features in your product — what assertions even make sense?Our product has a few LLM-powered features (a summarisation tool, a smart search). I'm trying to figure out how to test…
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AI-assisted test generation — real productivity boost or just hype?Over the past few months I've been experimenting with Claude and GitHub Copilot for test case generation at work. Mixed…
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Using LLMs to detect flaky test patterns — any practical experience?I had an idea: take our flaky test history (test name, failure messages, stack traces, timestamps) and feed it to an…
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Three months using Claude for test maintenance — what I actually foundI've been systematically using Claude for test maintenance tasks (not generation) for 3 months. Honest findings: Tasks…
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