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SQLMesh

SQLMesh

Next-generation data transformation framework

SQLMesh is a data transformation framework that improves on dbt with virtual data environments, column-level lineage, and automatic change categorization.

Panel Reviews

The Builder

The Builder

Developer Perspective

Ship

Virtual data environments eliminate the need for separate dev/staging schemas. Column-level lineage is production-grade.

The Skeptic

The Skeptic

Reality Check

Ship

Addresses real pain points in dbt — virtual environments and change categorization save time and reduce risk.

The Futurist

The Futurist

Big Picture

Ship

SQLMesh represents the next evolution of data transformation. Virtual environments change how teams develop and test.

Community Sentiment

Overall1,439 mentions
62% positive25% neutral13% negative
Hacker News287 mentions
65%24%11%

Virtual data environments alone make SQLMesh worth switching from dbt

Reddit398 mentions
61%26%13%

Column-level lineage in SQLMesh is what dbt should have shipped years ago

Twitter/X620 mentions
60%26%14%

SQLMesh is how dbt should have been designed from the start — finally

Product Hunt134 mentions
68%21%11%

Auto change categorization saves so much manual toil — impressive engineering