Autonomous coding agents that execute and validate their own code outputs, combined with shared memory for experience reuse, outperform text-only approaches for data integration tasks and generalize across different SQL dialects and query types.
Data Intelligence Agents (DIA) is a production system using three autonomous coding agents to automate enterprise data workflows—interpreting raw data, creating schemas, and generating SQL queries.