dbt Is Not an ETL Tool — And That’s Okay episode artwork

EPISODE · Jan 8, 2026 · 4 MIN

dbt Is Not an ETL Tool — And That’s Okay

from Reliable Data Engineering · host Reliable Data Engineering

dbt is often treated like a full ETL platform — and that expectation causes more problems than it solves. In this episode, we break down what dbt was actually designed for, where it shines, where it doesn’t, and why accepting its limits leads to cleaner pipelines and better data architecture.

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dbt Is Not an ETL Tool — And That’s Okay

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This episode is 4 minutes long.

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This episode was published on January 8, 2026.

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dbt is often treated like a full ETL platform — and that expectation causes more problems than it solves. In this episode, we break down what dbt was actually designed for, where it shines, where it doesn’t, and why accepting its limits leads to...

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