Use Cases

From Million-Token Agents to Eval-Ready Data

A leading foundation model company known for its long-context processing and advanced reasoning capabilities needed to capture and process complete execution traces from its open-source, trillion-parameter reasoning model built for agentic workloads. With individual tasks spanning thousands of tool calls and millions of context tokens—and online Trace ingestion reaching terabytes per hour—the company built a unified Agent Trace data pipeline on Databend Cloud.