LLMs Excel at SQL: Solving CI Debugging in Seconds
infrastructure#llm👥 Community|Analyzed: Feb 27, 2026 17:47•
Published: Feb 27, 2026 15:41
•1 min read
•Hacker NewsAnalysis
This is a fantastic application of Generative AI! The ability to leverage a Large Language Model (LLM) to analyze terabytes of CI logs and identify the root cause of issues in seconds is truly remarkable. The use of a SQL interface provides incredible flexibility for the Agent to answer questions that were previously impossible to address.
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Reference / Citation
View Original"The agent did this by writing its own SQL queries, scanning hundreds of millions of log lines across a dozen queries, and following a trail from job metadata to raw log output."