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Introduces how to use Phoenix's Pixie assistant to automatically classify error spans, batch annotate, and generate system prompt repair suggestions based on failure patterns.
Phoenix has a built-in Pixie assistant that helps users quickly filter out silent failure traces where agent spans have errors but model responses are normal, greatly improving trace reading efficiency.