Weave automatically logs every LLM call — inputs, outputs, latency, cost, model version — and provides tools to build evaluation datasets and compare model versions side by side. Teams building production AI applications use it to catch regressions when switching models and measure hallucination rates systematically rather than eyeballing outputs.
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