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 News

Analysis

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.
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."
H
Hacker NewsFeb 27, 2026 15:41
* Cited for critical analysis under Article 32.