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CommunityAgentic AI, MCP & the context layerdbtBigQuery
r/dataengineering · Read source ↗

A user is exploring the use of AI agents, specifically Claude, to enable tech and business teams to interact with data directly, bypassing traditional BI tools and SQL queries. The setup involves a data platform that converts dbt models into BigQuery (BQ) from a source datalake.

MyDataWork POV — For teams entrenched in the dbt + BQ ecosystem, integrating AI agents like Claude could be a refreshing pivot. It offers a path to democratize data access, reducing dependency on BI tools and the bottleneck of SQL maintenance. But let's not kid ourselves—those who thrive on intricate SQL gymnastics might find their niche threatened. It's a boon for cross-functional teams, where tech and business collide, but perhaps less compelling for SQL purists who savor the control of manual queries.
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