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Gana KV

Senior Test Engineer

March 2026

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Why 'Human in the Loop' isn’t enough. Introducing Quality in the Loop (QITL)

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AI for AI safety

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Shadow AI: Staffers are bringing AI tools they use at home to work, warns Microsoft

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AI in QA: how to use Generative AI in testing without creating technical debt

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2025 top 10 LLM attacks + AI Testing Framework and approach throughout the AI Lifecycle

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Manipulating AI memory for profit: The rise of AI Recommendation Poisoning

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Agentic QE: From AI Assistant to AI Workforce

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