How AI Transformed Database Debugging at Databricks
SMRTR summary
Databricks built an AI-powered debugging platform that reduced database troubleshooting time by 90% across thousands of OLTP instances. The system evolved from a hackathon project into a company-wide tool that uses specialized AI agents to automatically correlate metrics, logs, and signals, replacing fragmented manual workflows with conversational debugging assistance.
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