Tobiko Data Articles

1. Evolving Large Datasets with SQLMesh

   Learn about what SQLMesh has to offer when it comes to evolving really large datasets.

2. SQLMesh for dbt Users - Part 2

   Are you using dbt and have heard of SQLMesh, but aren't quite sure what it is? This post will teach you the basics of SQLMesh from a dbt user's perspective to help get you up to speed. Part 2 of 2.

3. Introducing SQLMesh’s Open Source CI/CD Bot

   Introduces the SQLMesh's open source CI/CD bot and how it can be used to automate the deployment of data pipelines.

4. SQLMesh for dbt Users - Part 1

   Are you using dbt and have heard of SQLMesh, but aren't quite sure what it is? This post will teach you the basics of SQLMesh from a dbt user's perspective to help get you up to speed.

5. We Need Even Greater Expectations When Testing Data

   Although companies heavily rely on SQL / data pipelines to power applications and make decisions, testing is usually an afterthought. However, systematic testing of data is critical to creating trustworthy and reliable pipelines. This post highlights the three categories of tests for data: unit tests, table diffs, and audits.

6. Simplicity or Efficiency: How dbt Makes You Choose

   Comparing development experience and runtime efficiency of dbt and SQLMesh.

7. Semantic Understanding of SQL

   Exploring what semantic understanding is and how it helps improve user experience when using SQL.

8. Automatically detecting breaking changes in SQL queries

   Categorizing changes in SQL queries to automatically establish data contracts between producers and consumers.

9. The False Promise of dbt Contracts

   Creating highly efficient and scalable development environments for data.

10. Virtual Data Environments

    Creating highly efficient and scalable development environments for data.

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