Anthropic is positioning Claude as a tool for developers to build and refine evaluations for their AI applications, enabling systematic optimization through a hillclimbing workflow. The move reflects a broader industry shift toward evaluation-driven development, where testing frameworks guide AI system improvements rather than manual iteration.
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