generative AI Archives

QA Madness Blog

AI Feature Release Checklist: What to Verify Before You Ship an LLM Feature to Production

November 5, 2026 Reading time: 13 min

Reading Time: 9 minutesOriginally published: 5 Nov, 2026 Last updated: 6 Nov, 2026 An AI feature needs its own release gate because the usual one cannot see most of its failure modes. A wrong answer returns
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How to Test a RAG Application: Test Cases for Retrieval, Grounding and Multi-Turn Conversations

October 30, 2026 Reading time: 14 min

Reading Time: 10 minutesOriginally published: Oct 30, 2026 Last updated: Nov 2, 2026 A RAG application retrieves documents before it answers, so it has 2 ways to fail that a plain chatbot does not. It can
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LLM Evaluation Frameworks Compared: DeepEval, RAGAS, Promptfoo — and Where Human Review Still Matters

October 19, 2026 Reading time: 9 min

Reading Time: 7 minutesLast updated: 16 October 2026 LLM evaluation frameworks turn to a subjective question — is this answer any good? — into a repeatable score you can run in CI. DeepEval, RAGAS and Promptfoo
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Accessibility and AI: A Combo Well Worth Exploring

December 25, 2025 Reading time: 14 min

Reading Time: 10 minutesWhen QA accessibility testing prioritizes speed, that’s the only thing it’ll get. The EAA deadline gave everyone a “nudge” to act as fast as possible. And it might have doomed many to fail.
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A Leap in Automation: Why You Should Explore Agentic AI Testing Right Now

November 6, 2025 Reading time: 13 min

Reading Time: 9 minutesWe explore the shift from traditional, “brittle” automation to Agentic AI testing — a system capable of reasoning, learning, and self-healing. You will learn the technical differences between fixed scripts and autonomous agents,
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Why Testing Bottlenecks Are Scared of Automated Test Case Generation

October 9, 2025 Reading time: 14 min

Reading Time: 10 minutesWe like to marvel at how technology keeps changing. Yet, some things stay the same. Some teams struggle with an avalanche of regression tests. Some with the complexities of scaling. Some with how
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Tag: generative AI