No written verdict yet. Here is what commenters said.

6recommend
2warn against
Nov 3, 2025first mention
Oct 23, 2026latest mention
Nov 25 – Oct 26
Used fordata transformationdata pipelinedata transformation modelssql data transformationdata pipeline transformationsql data transformations

Why people recommend it

“using a transformation tool (like dbt for example) to do all the transformations in SQL, source controlled”

Show 3 more

“especially combined w/ dbt”

“I find it easier to maintain and it helps me with version control, testing, and docs.”

deals with data pipelines a loton “Learn SQL Once, Use It for 30 Years”

“same way dbt is for transformations within a data warehouse”

Caveats and dissent

“DBT never struck me as fully baked”

Often compared with

Who recommends it in their own words

All comments 28

“DBT never struck me as fully baked”

Check it out Arc, I think that we can help there, plus, use DuckDB as a engine: https://github.com/Basekick-Labs/arc

“how to write dbt models saves me time”

“I built a dbt[1] inspired utility[2]”

“standardised transformation logic across dbt models”

Data engineer, 5 years, healthcare financial dataon “Ask HN: Who wants to be hired? (July 2026)”

“Snowflake, Python, SQL, dbt”

finance systems and data platform leader, 18+ years, job seekeron “Ask HN: Who wants to be hired? (July 2026)”

“using a transformation tool (like dbt for example) to do all the transformations in SQL, source controlled”

“especially combined w/ dbt”

“Python, PostgreSQL, TigerData, dbt, Dagster, Grafana, Terraform”

“I find it easier to maintain and it helps me with version control, testing, and docs.”

deals with data pipelines a loton “Learn SQL Once, Use It for 30 Years”

“it works with DBT, reading `target/manifest.json`”

“using Python, SQL, Snowflake/dbt/Airflow, and Anaplan”

finance systems / data engineer, 18+ yearson “Ask HN: Who wants to be hired? (May 2026)”

“[Airbyte, Snowflake, dbt, Metabase, Python]”

“together with `dbt` and `rill` I'm able do to”

“same way dbt is for transformations within a data warehouse”

“Inspired by dbt (data-build-tool).”

“Data: Databricks, Snowflake, dbt, DuckDB, Tuva Data Model”

“Tech Stack: Rails, React, TypeScript, PostgreSQL, AWS, Elasticsearch, DBT, Snowflake”

“Dbt just templates the query strings we use to query the data”

“DuckDB, dbt, Parquet”

data and AI leader with 15+ years, healthcare technology executiveon “Ask HN: Who wants to be hired? (December 2025)”

“Our stack: Next.js, Hasura, dbt, MotherDuck/DuckDB, GraphQL”

Threads where it came up

Data: dbt.json. Quotes are verbatim; the verdict and theme labels are written by a model from these comments, and every clause links to its sources.

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