Generating Expressive and Customizable Evals for Timeseries Data Analysis Agents with AgentFuel

ArXi:2603.12483v1 Announce Type: new Across many domains (e.g., IoT, observability, telecommunications, cybersecurity), there is an emerging adoption of conversational data analysis agents that enable users to "talk to your data" to extract insights. Such data analysis agents operate on timeseries data models; e.g., measurements from sensors or events monitoring user clicks and actions in product analytics. We evaluate 6 popular data analysis agents (both open-source and