Dataset Factory: A Production-Grade Benchmark Dataset Factory for AI Agent Evaluation

Evaluating AI agents requires benchmark datasets that are high-quality, diverse, balanced, and free of duplicates. Building those datasets by hand is slow, inconsistent, and hard to reproduce. The Mer