In this blog post, the NVIDIA KGMON team shares insights and lessons learned from their second-place finish in the KDD Cup 2026 Data Agents competition. They focus on their unique approach of simplifying the agent's harness, outlining how this strategy contributed to their success and offering valuable takeaways for developers in data analytics.