SMRTR ProgrammingDec 3, 2025Daily.dev

How We Debug 1000s of Databases with AI at Databricks

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Databricks replaced manual database operations with AI agents that interpret, execute, and debug across their fleet of databases, reducing debugging time by 90%. Starting from a hackathon project, they evolved from fragmented tooling to an intelligent platform with unified data access, fine-grained controls, and AI-powered chat assistance that guides engineers through investigations.

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