Thanks for your detailed reply. It is great to see that you have been experimenting with this approach. We published a public demo of the Agentic Data Stack, I

Thanks for your detailed reply. It is great to see that you have been experimenting with this approach. We published a public demo of the Agentic Data Stack, I'd love to hear your feedback https://clickhouse.com/blog/agenthouse-demo-clickhouse-llm-mcp https://clickhouse.com/blog/agenthouse-demo-clickhouse-llm-m... Keep in mind that it's not fully "fair", since these public dataset are often documented in the internet so already present in pre-training of the models underneath (Claude Sonnet 4.5 in this case)