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The case against relying on AI for test generation right nowUnpopular opinion, but I think the current hype around AI test generation is leading teams to invest in workflows that…
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What prompts work best for generating pytest tests from an OpenAPI spec?I have a FastAPI service with a well-maintained OpenAPI spec (auto-generated by FastAPI). I want to generate a…
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How are you using AI to generate test assertions specifically — not just test structure?Most AI test generation demos show the happy path: given a function, generate a test skeleton. I've seen this work OK.…
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How do you validate AI-generated test code before committing it?I've started using AI to generate first-pass test code. The problem: I've caught several subtle bugs in AI-generated…
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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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