Testing AI-Infused Applications: Strategies for Reliable Automation

AI is transforming the software landscape, with many organizations integrating AI-driven workflows directly into their applications or exposing their functionality to external, AI-powered processes. This evolution brings new and unique challenges for automated testing. Large language models (LLMs), for example, inherently produce non-deterministic outputs, which complicate traditional testing methods that rely on predictable results matching … continue reading

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